Robotics and Neuroscience
In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological ner...
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Published in | Current biology Vol. 24; no. 18; pp. R910 - R920 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
22.09.2014
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Abstract | In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological nervous systems. Here, we give an overview of the work at the intersection of robotics and neuroscience and highlight the most promising approaches and areas where interactions between the two fields have generated significant new insights. We articulate the work in three sections, invertebrate, vertebrate and primate neuroscience. We argue that robots generate valuable insight into the function of nervous systems, which is intimately linked to behaviour and embodiment, and that brain-inspired algorithms and devices give robots life-like capabilities.
In their review, Floreano et al showcase instances where robotics and neuroscience have fruitfully interacted and yielded mutual new insights. |
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AbstractList | In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological nervous systems. Here, we give an overview of the work at the intersection of robotics and neuroscience and highlight the most promising approaches and areas where interactions between the two fields have generated significant new insights. We articulate the work in three sections, invertebrate, vertebrate and primate neuroscience. We argue that robots generate valuable insight into the function of nervous systems, which is intimately linked to behaviour and embodiment, and that brain-inspired algorithms and devices give robots life-like capabilities. In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological nervous systems. Here, we give an overview of the work at the intersection of robotics and neuroscience and highlight the most promising approaches and areas where interactions between the two fields have generated significant new insights. We articulate the work in three sections, invertebrate, vertebrate and primate neuroscience. We argue that robots generate valuable insight into the function of nervous systems, which is intimately linked to behaviour and embodiment, and that brain-inspired algorithms and devices give robots life-like capabilities. In their review, Floreano et al showcase instances where robotics and neuroscience have fruitfully interacted and yielded mutual new insights. In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological nervous systems. Here, we give an overview of the work at the intersection of robotics and neuroscience and highlight the most promising approaches and areas where interactions between the two fields have generated significant new insights. We articulate the work in three sections, invertebrate, vertebrate and primate neuroscience. We argue that robots generate valuable insight into the function of nervous systems, which is intimately linked to behaviour and embodiment, and that brain-inspired algorithms and devices give robots life-like capabilities.In the attempt to build adaptive and intelligent machines, roboticists have looked at neuroscience for more than half a century as a source of inspiration for perception and control. More recently, neuroscientists have resorted to robots for testing hypotheses and validating models of biological nervous systems. Here, we give an overview of the work at the intersection of robotics and neuroscience and highlight the most promising approaches and areas where interactions between the two fields have generated significant new insights. We articulate the work in three sections, invertebrate, vertebrate and primate neuroscience. We argue that robots generate valuable insight into the function of nervous systems, which is intimately linked to behaviour and embodiment, and that brain-inspired algorithms and devices give robots life-like capabilities. |
Author | Floreano, Dario Ijspeert, Auke Jan Schaal, Stefan |
Author_xml | – sequence: 1 givenname: Dario surname: Floreano fullname: Floreano, Dario email: Dario.Floreano@epfl.ch organization: Laboratory of Intelligent Systems, Ecole Polytechnique Fédérale de Lausanne, Station 11, Lausanne, CH 1015, Switzerland – sequence: 2 givenname: Auke Jan surname: Ijspeert fullname: Ijspeert, Auke Jan organization: Biorobotics Laboratory, Ecole Polytechnique Fédérale de Lausanne, Station 14, Lausanne, CH 1015, Switzerland – sequence: 3 givenname: Stefan surname: Schaal fullname: Schaal, Stefan organization: Max-Planck-Institute for Intelligent Systems, Spemannstrasse 41, 72076 Tübingen, Germany, & University of Southern California, Ronald Tutor Hall RTH 401, 3710 S. McClintock Avenue, Los Angeles, CA 90089-2905, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/25247370$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1177/0278364907078089 10.1016/j.robot.2008.02.001 10.1016/j.robot.2006.02.003 10.1007/s002210050606 10.1016/j.neunet.2006.02.002 10.1126/science.1107799 10.1016/S0959-4388(99)00028-8 10.1007/BF00605469 10.1109/37.257895 10.1109/ROBOT.1997.614284 10.1177/0278364907084980 10.1016/S0166-2236(97)01149-1 10.1016/0166-2236(90)90057-H 10.1016/0042-6989(86)90078-7 10.1016/S0893-6080(00)00084-8 10.1126/science.1138353 10.1038/nature12083 10.1016/S1364-6613(99)01327-3 10.1007/BF00236911 10.1088/1748-3182/2/1/002 10.1098/rsta.2006.1910 10.1162/089976605774320557 10.1007/BF00198086 10.1098/rstb.1992.0105 10.1126/science.1231806 10.1371/journal.pcbi.1002890 10.1016/j.neunet.2006.02.001 10.1023/A:1008821210922 10.1016/0166-2236(95)80008-P 10.1038/scientificamerican0550-42 10.1523/JNEUROSCI.05-07-01688.1985 10.1016/S0166-2236(98)01260-0 10.1016/S0921-8890(99)00068-8 10.1146/annurev.ne.05.030182.001423 10.1162/089976698300016963 10.1177/1059712307082089 10.1016/0926-6410(95)00038-0 10.1093/icb/icm024 10.1007/s10514-006-7101-4 10.1177/0278364912452673 10.1016/j.neunet.2005.06.043 10.1038/nature01793 10.1007/BF00318086 10.1242/jeb.202.23.3325 10.1073/pnas.1219068110 10.1523/JNEUROSCI.23-06-02434.2003 10.1113/jphysiol.2012.246660 10.1098/rsif.2012.0669 10.1007/PL00007973 10.1088/1748-3182/8/3/035003 10.1016/j.neunet.2004.05.003 10.1007/s10514-005-4051-1 10.1016/S0079-6123(03)43012-4 10.1163/156855301317198179 10.1109/ICHR.2006.321385 10.1007/s10514-009-9139-6 10.1109/MRA.2009.933624 10.1016/j.neunet.2008.03.014 10.1073/pnas.0710743106 10.1109/TAMD.2012.2205924 10.1007/BF01185408 10.1163/156855307782227417 10.1023/A:1006511328852 10.1016/S0893-6080(05)80053-X 10.1073/pnas.0835746100 10.1007/s00422-013-0566-2 10.1177/0278364906063822 10.1007/s004220050408 10.1016/j.cub.2006.12.032 10.1037/h0040546 10.1098/rstb.1997.0140 10.1115/1.3426923 10.1007/s004220050024 10.1016/S0921-8890(99)00064-0 10.1007/s002210000505 10.1098/rstb.1992.0106 10.1152/physrev.00005.2010 10.1113/jphysiol.1969.sp008820 10.1109/TRO.2011.2175764 10.1162/NECO_a_00393 10.1073/pnas.0611571104 10.1109/JOE.2004.833210 10.1162/neco.2006.18.5.1156 10.1109/TRO.2007.895075 10.1126/science.272.5258.117 10.1007/BF00657328 10.1016/j.robot.2006.05.012 10.1098/rsif.2014.0281 10.1109/ROBOT.2008.4543236 10.1038/417359a 10.1162/neco.1992.4.3.356 10.1109/IROS.2006.282229 10.1098/rstb.1986.0017 10.1109/TAC.1984.1103644 10.1364/JOSAA.20.000450 10.1007/s00359-002-0316-8 10.1242/jeb.082743 10.1177/0278364908090538 10.1038/381425a0 10.1152/jn.2002.88.2.942 10.1016/j.robot.2012.09.017 10.1016/0301-0082(79)90005-4 10.1038/nn1309 10.1016/S1364-6613(98)01221-2 10.1016/S0079-6123(06)65027-9 10.1037/0033-295X.95.1.49 |
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References | Song, Sitti (bib29) 2007; 23 Zufferey, Klaptocz, Beyeler, Nicoud, Floreano (bib19) 2007; 21 Wilbur, Vorus, Cao, Currie (bib48) 2002 Boyer, Gossiaux, Jawad, Lebastard, Porez (bib63) 2012; 28 Ito (bib75) 1982 Atkeson, Moore, Schaal (bib90) 1997; 11 Todorov (bib101) 2009; 106 Full, Koditschek (bib135) 1999; 202 Franz, Schölkopf, Mallot, Bülthoff (bib44) 1998; 5 Webb, Scutt (bib8) 2000; 82 Burdet, Franklin, Milner (bib119) 2013 Shadmehr, Wise (bib99) 2005 Bullock, Grossberg (bib108) 1988; 95 Aoi, Tsuchiya (bib124) 2005; 19 Touretzky, Wan, Redish (bib67) 1994 Cliff, D. (1991). Computational neuroethology: a provisional manifesto. In J.A. Meyer and S.W. Wilson (eds) from Animals to Animats 3: Proceeding of the First International Conference on the simulation of Adaptive Behaviour. pp. 29–39. Fuller, Karpelson, Censi, Ma, Wood (bib24) 2014; 11 Endo, Morimoto, Matsubara, Nakanish, Cheng (bib122) 2008; 27 Koolen, de Boer, Rebula, Goswami, Pratt (bib133) 2012; 31 Izquierdo, Beer (bib30) 2013; 9 Spagna, Goldman, Lin, Koditschek, Full (bib37) 2007; 2 Floreano, Pericet-Camara, Viollet, Ruffier, Brückner, Leitel, Buss, Menouni, Expert, Juston (bib23) 2013; 110 Srinivasan (bib17) 2011; 91 Shibata, Schaal (bib85) 2001; 14 Kajita, Espiau (bib131) 2008 Ayers, Witting (bib36) 2007; 365 Ekeberg (bib50) 1993; 69 Oztop, Kawato, Arbib (bib116) 2006; 19 Grossberg, Kuperstein (bib87) 1989 Sternad, Schaal (bib106) 1999; 124 Stulp, Buchli, Ellmer, Mistry, Theodorou, Schaal (bib103) 2012 Geng, Porr, Worgotter (bib125) 2006; 18 Pearson (bib55) 2004; 143 Todorov (bib98) 2004; 7 Pyk, i Badia, Bernardet, Knüsel, Carlsson, Gu, Chanie, Hansson, Pearce, Verschure (bib10) 2006; 20 Demiris, Khadhouri (bib117) 2006; 54 Zeil, Boeddeker, Stürzl (bib38) 2010 Humbert, Conroy, Neely, Barrows (bib21) 2010 Held, Hein (bib59) 1963; 56 Morasso (bib96) 1983; 48 Pastor, Kalakrishnan, Meier, Stulp, Buchli, Theodorou, Schaal (bib112) 2013; 61 Kimura, Fukuoka, Konaga (bib53) 2001; 15 Prescot, Pearson, Mitchinson (bib64) 2009 Burgess, Donnett, Jeffery, John (bib68) 1997; 352 Pratt, J., Carff, J., Drakunov, S., and Goswami, A. (2006). Capture point: A step toward humanoid push recovery. In 2006 6th IEEE-RAS International Conference on Humanoid Robots. pp. 1976–1983. Vijayakumar, D'Souza, Schaal (bib93) 2005; 17 Schaal, Mohajerian, Ijspeert (bib109) 2007; 165 Arbib, M.A. (2010). Action to Language via the Mirror Neuron System M. Arbib, ed. (Cambridge University Press). Horridge, Longuet-Higgins (bib12) 1992; 337 Slotine, Li (bib78) 1991 Kovac, M., Fuchs, M., Guignard, A., Zufferey, J.-C., and Floreano, D. (2008). A miniature 7g jumping robot. IEEE International Conference on Robotics and Automation. pp. 373–378. An, Atkeson, Hollerbach (bib83) 1987 Lambrinos, Möller, Labhart, Pfeifer, Wehner (bib41) 2000; 30 Marr (bib73) 1968; 202 Rizzolatti, Fadiga, Gallese, Fogassi (bib113) 1996; 3 Raibert (bib129) 1986 Schroeder, Hartmann (bib65) 2012 Nelson, G.M., Quinn, R.D., Bachmann, R.J., Flannigan, W.C., Ritzmann, R.E., and Watson, J.T. (1997). Design and simulation of a cockroach-like hexapod robot. In Proc. of the 1997 Intl. Conf. on Robotics and Automation. pp. 1106–1111. Pearson, Pipe, Melhuish, Mitchinson, Prescott (bib58) 2007; 15 Hogan (bib76) 1984; 29 Gomi, Kawato (bib89) 1993; 6 Kimura, Fukuoka, Cohen (bib54) 2007; 26 Schaal (bib104) 1999; 3 Yun, S.-K., and Goswami, A. (2011). Momentum-based reactive stepping controller on level and non-level ground for humanoid robot push recovery. IROS. pp. 3943–3950. Neveln, Bai, Snyder, Solberg, Curet, Lynch, MacIver (bib61) 2013; 216 Solberg, Lynch, MacIver (bib62) 2008; 27 Theodorou, Buchli, Schaal (bib102) 2010; 11 Borst, Haag (bib13) 2002; 188 Song, Xie, Malyarchuk, Xiao, Jung, Choi, Liu, Park, Lu, Kim (bib22) 2013; 497 Hodgins, Raibert (bib128) 1989 Walter (bib2) 1950; 182 Taga, Yamaguchi, Shimizu (bib120) 1991; 65 Chiel, Beer (bib4) 1997; 20 Möller (bib42) 2000; 83 Daltorio, Boxerbaum, Horchler, Shaw, Chiel, Quinn (bib25) 2013; 8 Koenderink (bib14) 1986; 26 Webb (bib7) 2002; 417 Marr (bib71) 1982 Beyeler, Zufferey, Floreano (bib20) 2009; 27 Grasso, Consi, Mountain, Atema (bib9) 2000; 30 Hu, Chan, Bush (bib28) 2003; 424 Anderson (bib40) 1977; 114 Ijspeert, Crespi, Ryczko, Cabelguen (bib51) 2007; 315 Morasso (bib95) 1981; 42 Schaal, Sternad (bib107) 2001; 136 Wolpert, Miall, Kawato (bib81) 1998; 2 Nishikawa, Biewener, Aerts, Ahn, Chiel, Daley, Daniel, Full, Hale, Hedrick (bib6) 2007; 47 Cabelguen, Bourcier-Lucas, Dubuc (bib52) 2003; 23 Franceschini, Ruffier, Serres (bib18) 2007; 17 Suzuki, Floreano, Di Paolo (bib60) 2005 O'Keefe (bib69) 1979; 13 Gomi, Kawato (bib80) 1996; 272 Manfredi, Assaf, Mintchev, Marrazza, Capantini, Orofino, Ascari, Grillner, Wallén, Ekeberg (bib49) 2013; 107 Fleischer, Gally, Edelman, Krichmar (bib70) 2007; 104 Kawato (bib84) 1990 Albus (bib74) 1975; 97 Matsubara, Morimoto, Nakanishi, Sato, Doya (bib123) 2006; 54 Zeil, Hofmann, Chahl (bib45) 2003; 20 Rizzolatti, Arbib (bib114) 1998; 21 O'Keefe, Burgess (bib66) 1996; 381 Billard, Schaal (bib118) 2006; 19 Grillner, Robertson, Stephenson-Jones (bib46) 2013; 591 Cartwright, Collett (bib39) 1983; 151 Braitenberg (bib3) 1986 Franceschini, Pichon, Blanes, Brady (bib16) 1992; 337 Cruse (bib33) 1990; 13 Owaki, Kano, Nagasawa, Tero, Ishiguro (bib56) 2013; 10 Latash (bib79) 1993 Imamizu, Kuroda, Miyauchi, Yoshioka, Kawato (bib88) 2003; 100 Flash, Hogan (bib77) 1985; 5 Möller (bib43) 2009; 57 Schaal, Atkeson (bib91) 1994; 14 Freeman (bib1) 2001 Ma, Chirarattananon, Fuller, Wood (bib27) 2013; 340 Ijspeert (bib32) 2008; 21 Wagner (bib15) 1986; 312 Mehta, Schaal (bib94) 2002; 88 Scott (bib100) 2004; 5 Hildreth, Hollerbach (bib72) 1985 Billard, Calinon, Dillmann, Schaal (bib111) 2008 Floreano, Zufferey, Srinivasan, Ellington (bib11) 2009 MacIver, Fontaine, Burdick (bib57) 2004; 29 Collins, Ruina, Tedrake, Wisse (bib127) 2005; 307 Ijspeert, Nakanishi, Hoffmann, Pastor, Schaal (bib105) 2013; 25 Kingsley, D.A., Quinn, R.D., and Ritzmann, R.E. (2006). A cockroach inspired robot with artificial muscles. In Intelligent Robots and Systems 2006 IEEE/RSJ International Conference. pp. 1837–1842. Kawato (bib82) 1999; 9 Beer, Chiel, Quinn, Espenschied, Larsson (bib31) 1992; 4 Stein, Ogusztöreli, Capaday (bib97) 1986 Schaal, Atkeson (bib92) 1998; 10 Nakanishi, Schaal (bib86) 2004; 17 Kajita, Espiau (bib130) 2008 Schaal, Sternad, Osu, Kawato (bib110) 2004; 7 Grillner, Deliagina, Manira El, Hill, Orlovsky, Wallén, Ekeberg, Lansner (bib47) 1995; 18 Taga (bib121) 1998; 78 Geng, Porr, Worgotter (bib126) 2006; 25 Song (10.1016/j.cub.2014.07.058_bib22) 2013; 497 Slotine (10.1016/j.cub.2014.07.058_bib78) 1991 Braitenberg (10.1016/j.cub.2014.07.058_bib3) 1986 Schaal (10.1016/j.cub.2014.07.058_bib104) 1999; 3 Schaal (10.1016/j.cub.2014.07.058_bib92) 1998; 10 Kajita (10.1016/j.cub.2014.07.058_bib130) 2008 10.1016/j.cub.2014.07.058_bib26 Grillner (10.1016/j.cub.2014.07.058_bib47) 1995; 18 Demiris (10.1016/j.cub.2014.07.058_bib117) 2006; 54 O'Keefe (10.1016/j.cub.2014.07.058_bib69) 1979; 13 Song (10.1016/j.cub.2014.07.058_bib29) 2007; 23 Hogan (10.1016/j.cub.2014.07.058_bib76) 1984; 29 Flash (10.1016/j.cub.2014.07.058_bib77) 1985; 5 Izquierdo (10.1016/j.cub.2014.07.058_bib30) 2013; 9 Zeil (10.1016/j.cub.2014.07.058_bib38) 2010 Fuller (10.1016/j.cub.2014.07.058_bib24) 2014; 11 Wolpert (10.1016/j.cub.2014.07.058_bib81) 1998; 2 Morasso (10.1016/j.cub.2014.07.058_bib95) 1981; 42 Burdet (10.1016/j.cub.2014.07.058_bib119) 2013 Manfredi (10.1016/j.cub.2014.07.058_bib49) 2013; 107 Ijspeert (10.1016/j.cub.2014.07.058_bib51) 2007; 315 Touretzky (10.1016/j.cub.2014.07.058_bib67) 1994 Schroeder (10.1016/j.cub.2014.07.058_bib65) 2012 Wagner (10.1016/j.cub.2014.07.058_bib15) 1986; 312 Shadmehr (10.1016/j.cub.2014.07.058_bib99) 2005 Zufferey (10.1016/j.cub.2014.07.058_bib19) 2007; 21 Kawato (10.1016/j.cub.2014.07.058_bib84) 1990 Collins (10.1016/j.cub.2014.07.058_bib127) 2005; 307 Koenderink (10.1016/j.cub.2014.07.058_bib14) 1986; 26 Sternad (10.1016/j.cub.2014.07.058_bib106) 1999; 124 10.1016/j.cub.2014.07.058_bib5 Oztop (10.1016/j.cub.2014.07.058_bib116) 2006; 19 Solberg (10.1016/j.cub.2014.07.058_bib62) 2008; 27 Hildreth (10.1016/j.cub.2014.07.058_bib72) 1985 Spagna (10.1016/j.cub.2014.07.058_bib37) 2007; 2 Wilbur (10.1016/j.cub.2014.07.058_bib48) 2002 Schaal (10.1016/j.cub.2014.07.058_bib110) 2004; 7 Boyer (10.1016/j.cub.2014.07.058_bib63) 2012; 28 Burgess (10.1016/j.cub.2014.07.058_bib68) 1997; 352 Nishikawa (10.1016/j.cub.2014.07.058_bib6) 2007; 47 Gomi (10.1016/j.cub.2014.07.058_bib80) 1996; 272 Franceschini (10.1016/j.cub.2014.07.058_bib16) 1992; 337 Owaki (10.1016/j.cub.2014.07.058_bib56) 2013; 10 Ijspeert (10.1016/j.cub.2014.07.058_bib32) 2008; 21 Suzuki (10.1016/j.cub.2014.07.058_bib60) 2005 Chiel (10.1016/j.cub.2014.07.058_bib4) 1997; 20 Kawato (10.1016/j.cub.2014.07.058_bib82) 1999; 9 Nakanishi (10.1016/j.cub.2014.07.058_bib86) 2004; 17 Rizzolatti (10.1016/j.cub.2014.07.058_bib113) 1996; 3 Pyk (10.1016/j.cub.2014.07.058_bib10) 2006; 20 Franz (10.1016/j.cub.2014.07.058_bib44) 1998; 5 Prescot (10.1016/j.cub.2014.07.058_bib64) 2009 Shibata (10.1016/j.cub.2014.07.058_bib85) 2001; 14 Rizzolatti (10.1016/j.cub.2014.07.058_bib114) 1998; 21 Franceschini (10.1016/j.cub.2014.07.058_bib18) 2007; 17 Raibert (10.1016/j.cub.2014.07.058_bib129) 1986 Taga (10.1016/j.cub.2014.07.058_bib121) 1998; 78 Stein (10.1016/j.cub.2014.07.058_bib97) 1986 Todorov (10.1016/j.cub.2014.07.058_bib101) 2009; 106 Matsubara (10.1016/j.cub.2014.07.058_bib123) 2006; 54 Full (10.1016/j.cub.2014.07.058_bib135) 1999; 202 Beyeler (10.1016/j.cub.2014.07.058_bib20) 2009; 27 Pastor (10.1016/j.cub.2014.07.058_bib112) 2013; 61 Ma (10.1016/j.cub.2014.07.058_bib27) 2013; 340 Cabelguen (10.1016/j.cub.2014.07.058_bib52) 2003; 23 Marr (10.1016/j.cub.2014.07.058_bib73) 1968; 202 Held (10.1016/j.cub.2014.07.058_bib59) 1963; 56 Webb (10.1016/j.cub.2014.07.058_bib8) 2000; 82 Ito (10.1016/j.cub.2014.07.058_bib75) 1982 Theodorou (10.1016/j.cub.2014.07.058_bib102) 2010; 11 Floreano (10.1016/j.cub.2014.07.058_bib11) 2009 Taga (10.1016/j.cub.2014.07.058_bib120) 1991; 65 Hodgins (10.1016/j.cub.2014.07.058_bib128) 1989 Schaal (10.1016/j.cub.2014.07.058_bib109) 2007; 165 Billard (10.1016/j.cub.2014.07.058_bib111) 2008 Borst (10.1016/j.cub.2014.07.058_bib13) 2002; 188 Floreano (10.1016/j.cub.2014.07.058_bib23) 2013; 110 10.1016/j.cub.2014.07.058_bib115 Neveln (10.1016/j.cub.2014.07.058_bib61) 2013; 216 Vijayakumar (10.1016/j.cub.2014.07.058_bib93) 2005; 17 Bullock (10.1016/j.cub.2014.07.058_bib108) 1988; 95 Billard (10.1016/j.cub.2014.07.058_bib118) 2006; 19 Geng (10.1016/j.cub.2014.07.058_bib125) 2006; 18 Mehta (10.1016/j.cub.2014.07.058_bib94) 2002; 88 Geng (10.1016/j.cub.2014.07.058_bib126) 2006; 25 Aoi (10.1016/j.cub.2014.07.058_bib124) 2005; 19 Ekeberg (10.1016/j.cub.2014.07.058_bib50) 1993; 69 Todorov (10.1016/j.cub.2014.07.058_bib98) 2004; 7 Imamizu (10.1016/j.cub.2014.07.058_bib88) 2003; 100 Latash (10.1016/j.cub.2014.07.058_bib79) 1993 Scott (10.1016/j.cub.2014.07.058_bib100) 2004; 5 Marr (10.1016/j.cub.2014.07.058_bib71) 1982 Lambrinos (10.1016/j.cub.2014.07.058_bib41) 2000; 30 Humbert (10.1016/j.cub.2014.07.058_bib21) 2010 Cartwright (10.1016/j.cub.2014.07.058_bib39) 1983; 151 MacIver (10.1016/j.cub.2014.07.058_bib57) 2004; 29 Grasso (10.1016/j.cub.2014.07.058_bib9) 2000; 30 Anderson (10.1016/j.cub.2014.07.058_bib40) 1977; 114 Hu (10.1016/j.cub.2014.07.058_bib28) 2003; 424 Ayers (10.1016/j.cub.2014.07.058_bib36) 2007; 365 Fleischer (10.1016/j.cub.2014.07.058_bib70) 2007; 104 Möller (10.1016/j.cub.2014.07.058_bib42) 2000; 83 Horridge (10.1016/j.cub.2014.07.058_bib12) 1992; 337 Webb (10.1016/j.cub.2014.07.058_bib7) 2002; 417 Kimura (10.1016/j.cub.2014.07.058_bib53) 2001; 15 Stulp (10.1016/j.cub.2014.07.058_bib103) 2012 Atkeson (10.1016/j.cub.2014.07.058_bib90) 1997; 11 Gomi (10.1016/j.cub.2014.07.058_bib89) 1993; 6 10.1016/j.cub.2014.07.058_bib134 Zeil (10.1016/j.cub.2014.07.058_bib45) 2003; 20 Schaal (10.1016/j.cub.2014.07.058_bib107) 2001; 136 10.1016/j.cub.2014.07.058_bib132 Koolen (10.1016/j.cub.2014.07.058_bib133) 2012; 31 Ijspeert (10.1016/j.cub.2014.07.058_bib105) 2013; 25 Walter (10.1016/j.cub.2014.07.058_bib2) 1950; 182 Freeman (10.1016/j.cub.2014.07.058_bib1) 2001 O'Keefe (10.1016/j.cub.2014.07.058_bib66) 1996; 381 Beer (10.1016/j.cub.2014.07.058_bib31) 1992; 4 Pearson (10.1016/j.cub.2014.07.058_bib58) 2007; 15 An (10.1016/j.cub.2014.07.058_bib83) 1987 Möller (10.1016/j.cub.2014.07.058_bib43) 2009; 57 Kajita (10.1016/j.cub.2014.07.058_bib131) 2008 Grillner (10.1016/j.cub.2014.07.058_bib46) 2013; 591 Endo (10.1016/j.cub.2014.07.058_bib122) 2008; 27 Srinivasan (10.1016/j.cub.2014.07.058_bib17) 2011; 91 Schaal (10.1016/j.cub.2014.07.058_bib91) 1994; 14 10.1016/j.cub.2014.07.058_bib35 Pearson (10.1016/j.cub.2014.07.058_bib55) 2004; 143 10.1016/j.cub.2014.07.058_bib34 Kimura (10.1016/j.cub.2014.07.058_bib54) 2007; 26 Cruse (10.1016/j.cub.2014.07.058_bib33) 1990; 13 Daltorio (10.1016/j.cub.2014.07.058_bib25) 2013; 8 Morasso (10.1016/j.cub.2014.07.058_bib96) 1983; 48 Albus (10.1016/j.cub.2014.07.058_bib74) 1975; 97 Grossberg (10.1016/j.cub.2014.07.058_bib87) 1989 |
References_xml | – volume: 21 start-page: 642 year: 2008 end-page: 653 ident: bib32 article-title: Central pattern generators for locomotion control in animals and robots: a review publication-title: Neural. Netw. – start-page: 656 year: 2005 end-page: 665 ident: bib60 article-title: The contribution of active body movement to visual development in evolutionary robots publication-title: Neural Networks – volume: 417 start-page: 359 year: 2002 end-page: 363 ident: bib7 article-title: Robots in invertebrate neuroscience publication-title: Nature – volume: 91 start-page: 389 year: 2011 end-page: 411 ident: bib17 article-title: Honeybees as a model for the study of visually guided flight, navigation, and biologically inspired robotics publication-title: Physiol. Rev. – volume: 424 start-page: 663 year: 2003 end-page: 666 ident: bib28 article-title: The hydrodynamics of water strider locomotion publication-title: Nature – volume: 14 start-page: 201 year: 2001 end-page: 216 ident: bib85 article-title: Biomimetic gaze stabilization based on feedback-error-learning with nonparametric regression networks publication-title: Neural Netw. – volume: 61 start-page: 351 year: 2013 end-page: 361 ident: bib112 article-title: From dynamic movement primitives to associative skill memories publication-title: Robot. Auton. Sys. – year: 2008 ident: bib131 article-title: Legged Robots publication-title: Handbook of robotics – volume: 3 start-page: 233 year: 1999 end-page: 242 ident: bib104 article-title: Is imitation learning the route to humanoid robots? publication-title: Trends Cogn. Sci. – year: 2012 ident: bib65 article-title: Sensory prediction on a whiskered robot: a tactile analogy to “optical flow” publication-title: Front. Neurorobotics – reference: Pratt, J., Carff, J., Drakunov, S., and Goswami, A. (2006). Capture point: A step toward humanoid push recovery. In 2006 6th IEEE-RAS International Conference on Humanoid Robots. pp. 1976–1983. – year: 2008 ident: bib111 article-title: Robot programming by demonstration publication-title: Handbook of Robotics – volume: 202 start-page: 3325 year: 1999 end-page: 3332 ident: bib135 article-title: Templates and anchors: neuromechanical hypotheses of legged locomotion on land publication-title: J. Exp. Biol. – volume: 2 start-page: 338 year: 1998 end-page: 347 ident: bib81 article-title: Internal models in the cerebellum publication-title: Trends Cogn. Sci. – volume: 11 start-page: 75 year: 1997 end-page: 113 ident: bib90 article-title: Locally weighted learning for control publication-title: Artif. Intell. Rev. – volume: 21 start-page: 1671 year: 2007 end-page: 1684 ident: bib19 article-title: A 10-gram vision-based flying robot publication-title: Advanced Robotics – volume: 381 start-page: 425 year: 1996 end-page: 428 ident: bib66 article-title: Geometric determinants of the place fields of hippocampal neurons publication-title: Nature – volume: 29 start-page: 681 year: 1984 end-page: 690 ident: bib76 article-title: Adaptive control of mechanical impedance by coactivation of antagonist muscles publication-title: IEEE Trans. Automatic Control – volume: 83 start-page: 231 year: 2000 end-page: 243 ident: bib42 article-title: Insect visual homing strategies in a robot with analog processing publication-title: Biol. Cybern. – volume: 591 start-page: 5425 year: 2013 end-page: 5431 ident: bib46 article-title: The evolutionary origin of the vertebrate basal ganglia and its role in action selection publication-title: J. Physiol. – year: 2001 ident: bib1 article-title: Biographical Essay on W. Grey Walter – volume: 10 start-page: 20120669 year: 2013 ident: bib56 article-title: Simple robot suggests physical interlimb communication is essential for quadruped walking publication-title: J. R. Soc. Interface – start-page: 131 year: 1986 end-page: 150 ident: bib97 article-title: What is optimized in muscular movements? publication-title: Human Muscle Power – volume: 107 start-page: 513 year: 2013 end-page: 527 ident: bib49 article-title: A bioinspired autonomous swimming robot as a tool for studying goal-directed locomotion publication-title: Biol. Cybern. – volume: 82 start-page: 247 year: 2000 end-page: 269 ident: bib8 article-title: A simple latency-dependent spiking-neuron model of cricket phonotaxis publication-title: Biol. Cybern. – year: 2005 ident: bib99 article-title: The Computational Neurobiology of Reaching and Pointing: a Foundation for Motor Learning – volume: 23 start-page: 578 year: 2007 end-page: 589 ident: bib29 article-title: Surface-tension-driven biologically inspired water strider robots: Theory and experiments publication-title: Robotics IEEE Trans. – volume: 15 start-page: 859 year: 2001 end-page: 878 ident: bib53 article-title: Adaptive dynamic walking of a quadruped robot using a neural system model publication-title: Advanced Robotics – start-page: 275 year: 1982 end-page: 296 ident: bib75 article-title: Cerebellar control of the vestibulo-ocular reflex - Around the flocculus hypothesis publication-title: Annu. Rev. Neurosci. – start-page: 365 year: 1990 end-page: 372 ident: bib84 article-title: Feedback-error learning neural network for supervised motor learning publication-title: Advances in Neural Computation – volume: 337 start-page: 283 year: 1992 end-page: 294 ident: bib16 article-title: From insect vision to robot vision [and discussion] publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. – volume: 136 start-page: 60 year: 2001 end-page: 72 ident: bib107 article-title: Origins and violations of the 2/3 power law in rhythmic 3D movements publication-title: Exp. Brain Res. – volume: 25 start-page: 243 year: 2006 end-page: 259 ident: bib126 article-title: Fast biped walking with a sensor-driven neuronal controller and real- time online learning publication-title: Int. J. Robot Res. – volume: 27 start-page: 213 year: 2008 end-page: 228 ident: bib122 article-title: Learning CPG-based biped locomotion with a policy gradient method: Application to a humanoid robot publication-title: Int. J. Robot. Res. – volume: 337 start-page: 271 year: 1992 end-page: 282 ident: bib12 article-title: What can engineers learn from insect vision?[and Discussion] publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. – volume: 352 start-page: 1535 year: 1997 end-page: 1543 ident: bib68 article-title: Robotic and neuronal simulation of the hippocampus and rat navigation publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. – volume: 47 start-page: 16 year: 2007 end-page: 54 ident: bib6 article-title: Neuromechanics: an integrative approach for understanding motor control publication-title: Integr. Comparative Biol. – volume: 26 start-page: 161 year: 1986 end-page: 179 ident: bib14 article-title: Optic flow publication-title: Vision Res. – year: 1987 ident: bib83 article-title: Model-Based Control of a Robot Manipulator – volume: 7 start-page: 1137 year: 2004 end-page: 1144 ident: bib110 article-title: Rhythmic movement is not discrete publication-title: Nat. Neurosci. – volume: 42 start-page: 223 year: 1981 end-page: 227 ident: bib95 article-title: Spatial control of arm movements publication-title: Exp. Brain Res. – volume: 14 start-page: 57 year: 1994 end-page: 71 ident: bib91 article-title: Robot juggling: implementation of memory-based learning publication-title: IEEE Control Systems Magazine – volume: 110 start-page: 9267 year: 2013 end-page: 9272 ident: bib23 article-title: Miniature curved artificial compound eyes publication-title: Proc. Natl. Acad. Sci. USA – volume: 312 start-page: 527 year: 1986 end-page: 551 ident: bib15 article-title: Flight performance and visual control of flight of the free-flying housefly (Musca domestica L.) I. Organization of the flight motor publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. – volume: 340 start-page: 603 year: 2013 end-page: 607 ident: bib27 article-title: Controlled flight of a biologically inspired, insect-scale robot publication-title: Science – reference: Kovac, M., Fuchs, M., Guignard, A., Zufferey, J.-C., and Floreano, D. (2008). A miniature 7g jumping robot. IEEE International Conference on Robotics and Automation. pp. 373–378. – start-page: 249 year: 1989 end-page: 252 ident: bib128 article-title: Biped gymnastics publication-title: Int. J. Robot Res. – year: 2008 ident: bib130 article-title: Legged robots publication-title: Handbook of Robotics – year: 1985 ident: bib72 article-title: The Computational Approach to Vision and Motor Control – volume: 100 start-page: 5461 year: 2003 end-page: 5466 ident: bib88 article-title: Modular organization of internal models of tools in the human cerebellum publication-title: Proc. Natl. Acad. Sci. USA – volume: 3 start-page: 131 year: 1996 end-page: 141 ident: bib113 article-title: Premotor cortex and the recognition of motor actions publication-title: Cogn. Brain Res. – volume: 2 start-page: 9 year: 2007 ident: bib37 article-title: Distributed mechanical feedback in arthropods and robots simplifies control of rapid running on challenging terrain publication-title: Bioinspiration Biomimetics – volume: 11 start-page: 3137 year: 2010 end-page: 3181 ident: bib102 article-title: A generalized path integral control approach to reinforcement learning publication-title: J. Mach. Learn Res. – volume: 19 start-page: 219 year: 2005 end-page: 232 ident: bib124 article-title: Locomotion control of a biped robot using nonlinear oscillators publication-title: Auton. Robot. – volume: 11 start-page: 20140281 year: 2014 ident: bib24 article-title: Controlling free flight of a robotic fly using an onboard vision sensor inspired by insect ocelli publication-title: J. R. Soc. Interface – volume: 9 start-page: 718 year: 1999 end-page: 727 ident: bib82 article-title: Internal models for motor control and trajectory planning publication-title: Curr. Opin. Neurobiol. – volume: 307 start-page: 1082 year: 2005 end-page: 1085 ident: bib127 article-title: Efficient bipedal robots based on passive-dynamic walkers publication-title: Science – volume: 57 start-page: 87 year: 2009 end-page: 101 ident: bib43 article-title: Local visual homing by warping of two-dimensional images publication-title: Robot. Auton. Sys. – year: 2002 ident: bib48 article-title: A Lamprey-based Undulatory Vehicle – volume: 30 start-page: 115 year: 2000 end-page: 131 ident: bib9 article-title: Biomimetic robot lobster performs chemo-orientation in turbulence using a pair of spatially separated sensors: Progress and challenges publication-title: Robotics Autonomous Systems – volume: 5 start-page: 532 year: 2004 end-page: 546 ident: bib100 article-title: Optimal feedback control and the neural basis of volitional motor control publication-title: Nature – volume: 54 start-page: 361 year: 2006 end-page: 369 ident: bib117 article-title: Hierarchical attentive multiple models for execution and recognition of actions publication-title: Robot. Auton. Sys. – volume: 18 start-page: 1156 year: 2006 end-page: 1196 ident: bib125 article-title: A reflexive neural network for dynamic biped walking control publication-title: Neural Comput. – volume: 23 start-page: 2434 year: 2003 end-page: 2439 ident: bib52 article-title: Bimodal locomotion elicited by electrical stimulation of the midbrain in the salamander Notophthalmus viridescens publication-title: J. Neurosci. – volume: 95 start-page: 49 year: 1988 end-page: 90 ident: bib108 article-title: Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation publication-title: Psychol. Rev. – year: 1991 ident: bib78 article-title: Applied Nonlinear Control – reference: Cliff, D. (1991). Computational neuroethology: a provisional manifesto. In J.A. Meyer and S.W. Wilson (eds) from Animals to Animats 3: Proceeding of the First International Conference on the simulation of Adaptive Behaviour. pp. 29–39. – volume: 365 start-page: 273 year: 2007 end-page: 295 ident: bib36 article-title: Biomimetic approaches to the control of underwater walking machines publication-title: Phil. Trans. R. Soc. A Mathematical Phys. Eng. Sci. – volume: 151 start-page: 521 year: 1983 end-page: 543 ident: bib39 article-title: Landmark learning in bees publication-title: J. Comp. Physiol. – volume: 20 start-page: 197 year: 2006 end-page: 213 ident: bib10 article-title: An artificial moth: Chemical source localization using a robot based neuronal model of moth optomotor anemotactic search publication-title: Auton. Robot – reference: Yun, S.-K., and Goswami, A. (2011). Momentum-based reactive stepping controller on level and non-level ground for humanoid robot push recovery. IROS. pp. 3943–3950. – volume: 114 start-page: 335 year: 1977 end-page: 355 ident: bib40 article-title: A model for landmark learning in the honey-bee publication-title: J. Comp. Physiol. A – volume: 27 start-page: 529 year: 2008 end-page: 548 ident: bib62 article-title: Active electrolocation for underwater target localization publication-title: Inter. J. Robot. Res. – volume: 17 start-page: 329 year: 2007 end-page: 335 ident: bib18 article-title: A bio-inspired flying robot sheds light on insect piloting abilities publication-title: Curr. Biol. – start-page: 87 year: 2010 end-page: 100 ident: bib38 article-title: Visual homing in insects and robots publication-title: Flying Insects and Robots – start-page: 57 year: 1994 end-page: 68 ident: bib67 article-title: Neural representation of space in rats and robots publication-title: Computational Intelligence Imitating Life – volume: 30 start-page: 39 year: 2000 end-page: 64 ident: bib41 article-title: A mobile robot employing insect strategies for navigation publication-title: Robot. Auton. Sys. – year: 1989 ident: bib87 article-title: Neural Dynamics of Adaptive Sensory-motor Control – volume: 124 start-page: 118 year: 1999 end-page: 136 ident: bib106 article-title: Segmentation of endpoint trajectories does not imply segmented control publication-title: Exp. Brain Res. – volume: 26 start-page: 475 year: 2007 end-page: 490 ident: bib54 article-title: Adaptive dynamic walking of a quadruped robot on natural ground based on biological concepts publication-title: Int. J. Robot Res. – year: 2009 ident: bib64 article-title: Whisking with robots publication-title: IEEE Robotics and Automation Magazine – volume: 4 start-page: 356 year: 1992 end-page: 365 ident: bib31 article-title: A distributed neural network architecture for hexapod robot locomotion publication-title: Neural. Comput. – year: 1982 ident: bib71 article-title: Vision - A Computational Investigation into the Human Representation and Processing of Visual Information – volume: 7 start-page: 907 year: 2004 end-page: 915 ident: bib98 article-title: Optimality principles in sensorimotor control publication-title: Nat. Neurosci. – volume: 10 start-page: 2047 year: 1998 end-page: 2084 ident: bib92 article-title: Constructive incremental learning from only local information publication-title: Neural Comput. – volume: 315 start-page: 1416 year: 2007 end-page: 1420 ident: bib51 article-title: From swimming to walking with a salamander robot driven by a spinal cord model publication-title: Science – volume: 182 start-page: 42 year: 1950 end-page: 45 ident: bib2 article-title: An imitation of life publication-title: Sci. Am. – volume: 104 start-page: 3556 year: 2007 end-page: 3561 ident: bib70 article-title: Retrospective and prospective responses arising in a modeled hippocampus during maze navigation by a brain-based device publication-title: Proc. Natl. Acad. Sci. USA – volume: 27 start-page: 201 year: 2009 end-page: 219 ident: bib20 article-title: Vision-based control of near-obstacle flight publication-title: Auton. Robot – volume: 78 start-page: 9 year: 1998 end-page: 17 ident: bib121 article-title: A model of the neuro-musculo-skeletal system for anticipatory adjustment of human locomotion during obstacle avoidance publication-title: Biol. Cybern. – volume: 165 start-page: 425 year: 2007 end-page: 445 ident: bib109 article-title: Dynamics systems vs. optimal control–a unifying view publication-title: Prog. Brain Res. – volume: 19 start-page: 254 year: 2006 end-page: 271 ident: bib116 article-title: Mirror neurons and imitation: A computationally guided review publication-title: Neural Netw. – volume: 88 start-page: 942 year: 2002 end-page: 953 ident: bib94 article-title: Forward models in visuomotor control publication-title: J. Neurophysiol. – volume: 15 start-page: 223 year: 2007 end-page: 240 ident: bib58 article-title: Whiskerbot: a robotic active touch system modeled on the rat whisker sensory system publication-title: Adaptive Behavior – volume: 17 start-page: 1453 year: 2004 end-page: 1465 ident: bib86 article-title: Feedback error learning and nonlinear adaptive control publication-title: Neural Networks – year: 2012 ident: bib103 article-title: Model-free reinforcement learning of impedance control in stochastic environments publication-title: IEEE Trans. Autonomous Mental Development – volume: 6 start-page: 485 year: 1993 end-page: 497 ident: bib89 article-title: Recognition of manipulated objects by motor learning with modular architecture networks publication-title: Neural Networks – volume: 5 start-page: 111 year: 1998 end-page: 125 ident: bib44 article-title: Learning view graphs for robot navigation publication-title: Autonomous Robots – volume: 97 start-page: 228 year: 1975 end-page: 233 ident: bib74 article-title: A new approach to manipulator control: The Cerebellar Model Articulation Controller (CMAC) publication-title: ASME J. Dynamic Systems Measurements Control – volume: 54 start-page: 911 year: 2006 end-page: 920 ident: bib123 article-title: Learning CPG-based biped locomotion with a policy gradient method publication-title: Robot. Auton. Sys. – reference: Kingsley, D.A., Quinn, R.D., and Ritzmann, R.E. (2006). A cockroach inspired robot with artificial muscles. In Intelligent Robots and Systems 2006 IEEE/RSJ International Conference. pp. 1837–1842. – volume: 17 start-page: 2602 year: 2005 end-page: 2634 ident: bib93 article-title: Incremental online learning in high dimensions publication-title: Neural Comput. – volume: 216 start-page: 2501 year: 2013 end-page: 2514 ident: bib61 article-title: Biomimetic and bio-inspired robotics in electric fish research publication-title: J. Exp. Biol. – volume: 21 start-page: 188 year: 1998 end-page: 194 ident: bib114 article-title: Language within our grasp publication-title: Trends Neurosci. – reference: Arbib, M.A. (2010). Action to Language via the Mirror Neuron System M. Arbib, ed. (Cambridge University Press). – volume: 19 start-page: 251 year: 2006 end-page: 253 ident: bib118 article-title: Special issue on the brain mechanisms of imitation learning publication-title: Neural. Networks – volume: 20 start-page: 553 year: 1997 end-page: 557 ident: bib4 article-title: The brain has a body: adaptive behavior emerges from interactions of nervous system, body and environment publication-title: Trends Neurosci. – volume: 188 start-page: 419 year: 2002 end-page: 437 ident: bib13 article-title: Neural networks in the cockpit of the fly publication-title: J. Comp. Physiol. A – volume: 5 start-page: 1688 year: 1985 end-page: 1703 ident: bib77 article-title: The coordination of arm movements: An experimentally confirmed mathematical model publication-title: J. Neurosci. – year: 1993 ident: bib79 article-title: Control of Human Movement – volume: 25 start-page: 328 year: 2013 end-page: 373 ident: bib105 article-title: Dynamical movement primitives: learning attractor models for motor behaviors publication-title: Neural. Comput. – reference: Nelson, G.M., Quinn, R.D., Bachmann, R.J., Flannigan, W.C., Ritzmann, R.E., and Watson, J.T. (1997). Design and simulation of a cockroach-like hexapod robot. In Proc. of the 1997 Intl. Conf. on Robotics and Automation. pp. 1106–1111. – volume: 13 start-page: 15 year: 1990 end-page: 21 ident: bib33 article-title: What mechanisms coordinate leg movement in walking arthropods? publication-title: Trends Neurosci. – year: 1986 ident: bib129 article-title: Legged Robots that Balance – volume: 8 start-page: 035003 year: 2013 ident: bib25 article-title: Efficient worm-like locomotion: slip and control of soft-bodied peristaltic robots publication-title: Bioinspiration Biomimetics – volume: 31 start-page: 1094 year: 2012 end-page: 1113 ident: bib133 article-title: Capturability-based analysis and control of legged locomotion, Part 1: Theory and application to three simple gait models publication-title: Inter. J. Robot. Res. – volume: 48 start-page: 187 year: 1983 end-page: 194 ident: bib96 article-title: Three dimensional arm trajectories publication-title: Biol Cybern. – year: 2013 ident: bib119 article-title: Human Robotics – volume: 497 start-page: 95 year: 2013 end-page: 99 ident: bib22 article-title: Digital cameras with designs inspired by the arthropod eye publication-title: Nature – volume: 28 start-page: 492 year: 2012 end-page: 505 ident: bib63 article-title: Model for a sensor inspired by electric fish publication-title: IEEE Trans. Robotics – start-page: 63 year: 2010 end-page: 71 ident: bib21 article-title: Wide-field integration methods for visuomotor control publication-title: Flying Insects and Robots – year: 2009 ident: bib11 article-title: Flying Insects and Robots – volume: 143 start-page: 123 year: 2004 end-page: 129 ident: bib55 article-title: Generating the walking gait: role of sensory feedback publication-title: Prog. Brain Res. – volume: 65 start-page: 147 year: 1991 end-page: 159 ident: bib120 article-title: Self-organized control of bipedal locomotion by neural oscillators in unpredictable environment publication-title: Biol. Cybern. – volume: 56 start-page: 872 year: 1963 ident: bib59 article-title: Movement-produced stimulation in the development of visually guided behavior publication-title: J. Comp. Physiol. Psychol. – volume: 272 start-page: 117 year: 1996 end-page: 220 ident: bib80 article-title: Equilibrium-point control hypothesis examined by measured arm stiffness during multijoint movement publication-title: Science – volume: 69 start-page: 363 year: 1993 end-page: 374 ident: bib50 article-title: A combined neuronal and mechanical model of fish swimming publication-title: Biol. Cybern. – volume: 13 start-page: 419 year: 1979 end-page: 439 ident: bib69 article-title: A review of the hippocampal place cells publication-title: Prog. Neurobiol. – volume: 202 start-page: 437 year: 1968 end-page: 470 ident: bib73 article-title: A theory of cerebellar cortex publication-title: J. Physiol. – year: 1986 ident: bib3 article-title: Vehicles: Experiments in Synthetic Psychology – volume: 9 start-page: e1002890 year: 2013 ident: bib30 article-title: Connecting a connectome to behavior: an ensemble of neuroanatomical models of C. elegans klinotaxis publication-title: PLoS Comput. Biol. – volume: 106 start-page: 11478 year: 2009 end-page: 11483 ident: bib101 article-title: Efficient computation of optimal actions publication-title: Proc. Natl. Acad. Sci. USA – volume: 20 start-page: 450 year: 2003 end-page: 469 ident: bib45 article-title: Catchment areas of panoramic snapshots in outdoor scenes publication-title: JOSA A – volume: 29 start-page: 651 year: 2004 end-page: 659 ident: bib57 article-title: Designing future underwater vehicles: principles and mechanisms of the weakly electric fish publication-title: IEEE J. Oceanic Eng. – volume: 18 start-page: 270 year: 1995 end-page: 279 ident: bib47 article-title: Neural networks that co-ordinate locomotion and body orientation in lamprey publication-title: Trends Neurosci. – volume: 26 start-page: 475 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib54 article-title: Adaptive dynamic walking of a quadruped robot on natural ground based on biological concepts publication-title: Int. J. Robot Res. doi: 10.1177/0278364907078089 – year: 2008 ident: 10.1016/j.cub.2014.07.058_bib130 article-title: Legged robots – volume: 57 start-page: 87 year: 2009 ident: 10.1016/j.cub.2014.07.058_bib43 article-title: Local visual homing by warping of two-dimensional images publication-title: Robot. Auton. Sys. doi: 10.1016/j.robot.2008.02.001 – start-page: 249 year: 1989 ident: 10.1016/j.cub.2014.07.058_bib128 article-title: Biped gymnastics publication-title: Int. J. Robot Res. – volume: 54 start-page: 361 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib117 article-title: Hierarchical attentive multiple models for execution and recognition of actions publication-title: Robot. Auton. Sys. doi: 10.1016/j.robot.2006.02.003 – volume: 124 start-page: 118 year: 1999 ident: 10.1016/j.cub.2014.07.058_bib106 article-title: Segmentation of endpoint trajectories does not imply segmented control publication-title: Exp. Brain Res. doi: 10.1007/s002210050606 – volume: 19 start-page: 254 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib116 article-title: Mirror neurons and imitation: A computationally guided review publication-title: Neural Netw. doi: 10.1016/j.neunet.2006.02.002 – volume: 307 start-page: 1082 year: 2005 ident: 10.1016/j.cub.2014.07.058_bib127 article-title: Efficient bipedal robots based on passive-dynamic walkers publication-title: Science doi: 10.1126/science.1107799 – volume: 9 start-page: 718 year: 1999 ident: 10.1016/j.cub.2014.07.058_bib82 article-title: Internal models for motor control and trajectory planning publication-title: Curr. Opin. Neurobiol. doi: 10.1016/S0959-4388(99)00028-8 – volume: 151 start-page: 521 year: 1983 ident: 10.1016/j.cub.2014.07.058_bib39 article-title: Landmark learning in bees publication-title: J. Comp. Physiol. doi: 10.1007/BF00605469 – volume: 14 start-page: 57 year: 1994 ident: 10.1016/j.cub.2014.07.058_bib91 article-title: Robot juggling: implementation of memory-based learning publication-title: IEEE Control Systems Magazine doi: 10.1109/37.257895 – ident: 10.1016/j.cub.2014.07.058_bib34 doi: 10.1109/ROBOT.1997.614284 – volume: 27 start-page: 213 year: 2008 ident: 10.1016/j.cub.2014.07.058_bib122 article-title: Learning CPG-based biped locomotion with a policy gradient method: Application to a humanoid robot publication-title: Int. J. Robot. Res. doi: 10.1177/0278364907084980 – year: 1985 ident: 10.1016/j.cub.2014.07.058_bib72 – volume: 20 start-page: 553 year: 1997 ident: 10.1016/j.cub.2014.07.058_bib4 article-title: The brain has a body: adaptive behavior emerges from interactions of nervous system, body and environment publication-title: Trends Neurosci. doi: 10.1016/S0166-2236(97)01149-1 – volume: 13 start-page: 15 year: 1990 ident: 10.1016/j.cub.2014.07.058_bib33 article-title: What mechanisms coordinate leg movement in walking arthropods? publication-title: Trends Neurosci. doi: 10.1016/0166-2236(90)90057-H – volume: 26 start-page: 161 year: 1986 ident: 10.1016/j.cub.2014.07.058_bib14 article-title: Optic flow publication-title: Vision Res. doi: 10.1016/0042-6989(86)90078-7 – volume: 14 start-page: 201 year: 2001 ident: 10.1016/j.cub.2014.07.058_bib85 article-title: Biomimetic gaze stabilization based on feedback-error-learning with nonparametric regression networks publication-title: Neural Netw. doi: 10.1016/S0893-6080(00)00084-8 – volume: 7 start-page: 1137 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib110 article-title: Rhythmic movement is not discrete publication-title: Nat. Neurosci. – volume: 315 start-page: 1416 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib51 article-title: From swimming to walking with a salamander robot driven by a spinal cord model publication-title: Science doi: 10.1126/science.1138353 – year: 2009 ident: 10.1016/j.cub.2014.07.058_bib11 – volume: 497 start-page: 95 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib22 article-title: Digital cameras with designs inspired by the arthropod eye publication-title: Nature doi: 10.1038/nature12083 – start-page: 87 year: 2010 ident: 10.1016/j.cub.2014.07.058_bib38 article-title: Visual homing in insects and robots – volume: 3 start-page: 233 year: 1999 ident: 10.1016/j.cub.2014.07.058_bib104 article-title: Is imitation learning the route to humanoid robots? publication-title: Trends Cogn. Sci. doi: 10.1016/S1364-6613(99)01327-3 – volume: 42 start-page: 223 year: 1981 ident: 10.1016/j.cub.2014.07.058_bib95 article-title: Spatial control of arm movements publication-title: Exp. Brain Res. doi: 10.1007/BF00236911 – volume: 2 start-page: 9 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib37 article-title: Distributed mechanical feedback in arthropods and robots simplifies control of rapid running on challenging terrain publication-title: Bioinspiration Biomimetics doi: 10.1088/1748-3182/2/1/002 – volume: 365 start-page: 273 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib36 article-title: Biomimetic approaches to the control of underwater walking machines publication-title: Phil. Trans. R. Soc. A Mathematical Phys. Eng. Sci. doi: 10.1098/rsta.2006.1910 – volume: 17 start-page: 2602 year: 2005 ident: 10.1016/j.cub.2014.07.058_bib93 article-title: Incremental online learning in high dimensions publication-title: Neural Comput. doi: 10.1162/089976605774320557 – volume: 65 start-page: 147 year: 1991 ident: 10.1016/j.cub.2014.07.058_bib120 article-title: Self-organized control of bipedal locomotion by neural oscillators in unpredictable environment publication-title: Biol. Cybern. doi: 10.1007/BF00198086 – volume: 337 start-page: 271 year: 1992 ident: 10.1016/j.cub.2014.07.058_bib12 article-title: What can engineers learn from insect vision?[and Discussion] publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. doi: 10.1098/rstb.1992.0105 – volume: 340 start-page: 603 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib27 article-title: Controlled flight of a biologically inspired, insect-scale robot publication-title: Science doi: 10.1126/science.1231806 – volume: 5 start-page: 532 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib100 article-title: Optimal feedback control and the neural basis of volitional motor control publication-title: Nature – volume: 9 start-page: e1002890 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib30 article-title: Connecting a connectome to behavior: an ensemble of neuroanatomical models of C. elegans klinotaxis publication-title: PLoS Comput. Biol. doi: 10.1371/journal.pcbi.1002890 – volume: 19 start-page: 251 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib118 article-title: Special issue on the brain mechanisms of imitation learning publication-title: Neural. Networks doi: 10.1016/j.neunet.2006.02.001 – volume: 5 start-page: 111 year: 1998 ident: 10.1016/j.cub.2014.07.058_bib44 article-title: Learning view graphs for robot navigation publication-title: Autonomous Robots doi: 10.1023/A:1008821210922 – year: 1982 ident: 10.1016/j.cub.2014.07.058_bib71 – volume: 18 start-page: 270 year: 1995 ident: 10.1016/j.cub.2014.07.058_bib47 article-title: Neural networks that co-ordinate locomotion and body orientation in lamprey publication-title: Trends Neurosci. doi: 10.1016/0166-2236(95)80008-P – volume: 182 start-page: 42 year: 1950 ident: 10.1016/j.cub.2014.07.058_bib2 article-title: An imitation of life publication-title: Sci. Am. doi: 10.1038/scientificamerican0550-42 – start-page: 63 year: 2010 ident: 10.1016/j.cub.2014.07.058_bib21 article-title: Wide-field integration methods for visuomotor control – volume: 5 start-page: 1688 year: 1985 ident: 10.1016/j.cub.2014.07.058_bib77 article-title: The coordination of arm movements: An experimentally confirmed mathematical model publication-title: J. Neurosci. doi: 10.1523/JNEUROSCI.05-07-01688.1985 – volume: 21 start-page: 188 year: 1998 ident: 10.1016/j.cub.2014.07.058_bib114 article-title: Language within our grasp publication-title: Trends Neurosci. doi: 10.1016/S0166-2236(98)01260-0 – year: 2008 ident: 10.1016/j.cub.2014.07.058_bib111 article-title: Robot programming by demonstration – volume: 30 start-page: 115 year: 2000 ident: 10.1016/j.cub.2014.07.058_bib9 article-title: Biomimetic robot lobster performs chemo-orientation in turbulence using a pair of spatially separated sensors: Progress and challenges publication-title: Robotics Autonomous Systems doi: 10.1016/S0921-8890(99)00068-8 – start-page: 275 year: 1982 ident: 10.1016/j.cub.2014.07.058_bib75 article-title: Cerebellar control of the vestibulo-ocular reflex - Around the flocculus hypothesis publication-title: Annu. Rev. Neurosci. doi: 10.1146/annurev.ne.05.030182.001423 – volume: 10 start-page: 2047 year: 1998 ident: 10.1016/j.cub.2014.07.058_bib92 article-title: Constructive incremental learning from only local information publication-title: Neural Comput. doi: 10.1162/089976698300016963 – volume: 15 start-page: 223 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib58 article-title: Whiskerbot: a robotic active touch system modeled on the rat whisker sensory system publication-title: Adaptive Behavior doi: 10.1177/1059712307082089 – volume: 3 start-page: 131 year: 1996 ident: 10.1016/j.cub.2014.07.058_bib113 article-title: Premotor cortex and the recognition of motor actions publication-title: Cogn. Brain Res. doi: 10.1016/0926-6410(95)00038-0 – volume: 47 start-page: 16 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib6 article-title: Neuromechanics: an integrative approach for understanding motor control publication-title: Integr. Comparative Biol. doi: 10.1093/icb/icm024 – volume: 20 start-page: 197 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib10 article-title: An artificial moth: Chemical source localization using a robot based neuronal model of moth optomotor anemotactic search publication-title: Auton. Robot doi: 10.1007/s10514-006-7101-4 – volume: 31 start-page: 1094 year: 2012 ident: 10.1016/j.cub.2014.07.058_bib133 article-title: Capturability-based analysis and control of legged locomotion, Part 1: Theory and application to three simple gait models publication-title: Inter. J. Robot. Res. doi: 10.1177/0278364912452673 – start-page: 656 year: 2005 ident: 10.1016/j.cub.2014.07.058_bib60 article-title: The contribution of active body movement to visual development in evolutionary robots publication-title: Neural Networks doi: 10.1016/j.neunet.2005.06.043 – volume: 424 start-page: 663 year: 2003 ident: 10.1016/j.cub.2014.07.058_bib28 article-title: The hydrodynamics of water strider locomotion publication-title: Nature doi: 10.1038/nature01793 – volume: 48 start-page: 187 year: 1983 ident: 10.1016/j.cub.2014.07.058_bib96 article-title: Three dimensional arm trajectories publication-title: Biol Cybern. doi: 10.1007/BF00318086 – volume: 202 start-page: 3325 year: 1999 ident: 10.1016/j.cub.2014.07.058_bib135 article-title: Templates and anchors: neuromechanical hypotheses of legged locomotion on land publication-title: J. Exp. Biol. doi: 10.1242/jeb.202.23.3325 – year: 1987 ident: 10.1016/j.cub.2014.07.058_bib83 – year: 1986 ident: 10.1016/j.cub.2014.07.058_bib3 – volume: 110 start-page: 9267 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib23 article-title: Miniature curved artificial compound eyes publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.1219068110 – volume: 23 start-page: 2434 year: 2003 ident: 10.1016/j.cub.2014.07.058_bib52 article-title: Bimodal locomotion elicited by electrical stimulation of the midbrain in the salamander Notophthalmus viridescens publication-title: J. Neurosci. doi: 10.1523/JNEUROSCI.23-06-02434.2003 – volume: 591 start-page: 5425 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib46 article-title: The evolutionary origin of the vertebrate basal ganglia and its role in action selection publication-title: J. Physiol. doi: 10.1113/jphysiol.2012.246660 – volume: 10 start-page: 20120669 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib56 article-title: Simple robot suggests physical interlimb communication is essential for quadruped walking publication-title: J. R. Soc. Interface doi: 10.1098/rsif.2012.0669 – volume: 83 start-page: 231 year: 2000 ident: 10.1016/j.cub.2014.07.058_bib42 article-title: Insect visual homing strategies in a robot with analog processing publication-title: Biol. Cybern. doi: 10.1007/PL00007973 – volume: 8 start-page: 035003 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib25 article-title: Efficient worm-like locomotion: slip and control of soft-bodied peristaltic robots publication-title: Bioinspiration Biomimetics doi: 10.1088/1748-3182/8/3/035003 – volume: 17 start-page: 1453 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib86 article-title: Feedback error learning and nonlinear adaptive control publication-title: Neural Networks doi: 10.1016/j.neunet.2004.05.003 – volume: 19 start-page: 219 year: 2005 ident: 10.1016/j.cub.2014.07.058_bib124 article-title: Locomotion control of a biped robot using nonlinear oscillators publication-title: Auton. Robot. doi: 10.1007/s10514-005-4051-1 – volume: 143 start-page: 123 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib55 article-title: Generating the walking gait: role of sensory feedback publication-title: Prog. Brain Res. doi: 10.1016/S0079-6123(03)43012-4 – volume: 15 start-page: 859 year: 2001 ident: 10.1016/j.cub.2014.07.058_bib53 article-title: Adaptive dynamic walking of a quadruped robot using a neural system model publication-title: Advanced Robotics doi: 10.1163/156855301317198179 – ident: 10.1016/j.cub.2014.07.058_bib132 doi: 10.1109/ICHR.2006.321385 – volume: 27 start-page: 201 year: 2009 ident: 10.1016/j.cub.2014.07.058_bib20 article-title: Vision-based control of near-obstacle flight publication-title: Auton. Robot doi: 10.1007/s10514-009-9139-6 – year: 2009 ident: 10.1016/j.cub.2014.07.058_bib64 article-title: Whisking with robots publication-title: IEEE Robotics and Automation Magazine doi: 10.1109/MRA.2009.933624 – volume: 21 start-page: 642 year: 2008 ident: 10.1016/j.cub.2014.07.058_bib32 article-title: Central pattern generators for locomotion control in animals and robots: a review publication-title: Neural. Netw. doi: 10.1016/j.neunet.2008.03.014 – year: 1993 ident: 10.1016/j.cub.2014.07.058_bib79 – start-page: 57 year: 1994 ident: 10.1016/j.cub.2014.07.058_bib67 article-title: Neural representation of space in rats and robots publication-title: Computational Intelligence Imitating Life – volume: 106 start-page: 11478 year: 2009 ident: 10.1016/j.cub.2014.07.058_bib101 article-title: Efficient computation of optimal actions publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0710743106 – start-page: 131 year: 1986 ident: 10.1016/j.cub.2014.07.058_bib97 article-title: What is optimized in muscular movements? – year: 2012 ident: 10.1016/j.cub.2014.07.058_bib103 article-title: Model-free reinforcement learning of impedance control in stochastic environments publication-title: IEEE Trans. Autonomous Mental Development doi: 10.1109/TAMD.2012.2205924 – year: 2001 ident: 10.1016/j.cub.2014.07.058_bib1 – volume: 69 start-page: 363 year: 1993 ident: 10.1016/j.cub.2014.07.058_bib50 article-title: A combined neuronal and mechanical model of fish swimming publication-title: Biol. Cybern. doi: 10.1007/BF01185408 – volume: 21 start-page: 1671 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib19 article-title: A 10-gram vision-based flying robot publication-title: Advanced Robotics doi: 10.1163/156855307782227417 – volume: 11 start-page: 75 year: 1997 ident: 10.1016/j.cub.2014.07.058_bib90 article-title: Locally weighted learning for control publication-title: Artif. Intell. Rev. doi: 10.1023/A:1006511328852 – volume: 6 start-page: 485 year: 1993 ident: 10.1016/j.cub.2014.07.058_bib89 article-title: Recognition of manipulated objects by motor learning with modular architecture networks publication-title: Neural Networks doi: 10.1016/S0893-6080(05)80053-X – volume: 100 start-page: 5461 year: 2003 ident: 10.1016/j.cub.2014.07.058_bib88 article-title: Modular organization of internal models of tools in the human cerebellum publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0835746100 – volume: 107 start-page: 513 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib49 article-title: A bioinspired autonomous swimming robot as a tool for studying goal-directed locomotion publication-title: Biol. Cybern. doi: 10.1007/s00422-013-0566-2 – volume: 25 start-page: 243 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib126 article-title: Fast biped walking with a sensor-driven neuronal controller and real- time online learning publication-title: Int. J. Robot Res. doi: 10.1177/0278364906063822 – volume: 78 start-page: 9 year: 1998 ident: 10.1016/j.cub.2014.07.058_bib121 article-title: A model of the neuro-musculo-skeletal system for anticipatory adjustment of human locomotion during obstacle avoidance publication-title: Biol. Cybern. doi: 10.1007/s004220050408 – year: 2002 ident: 10.1016/j.cub.2014.07.058_bib48 – volume: 17 start-page: 329 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib18 article-title: A bio-inspired flying robot sheds light on insect piloting abilities publication-title: Curr. Biol. doi: 10.1016/j.cub.2006.12.032 – volume: 56 start-page: 872 year: 1963 ident: 10.1016/j.cub.2014.07.058_bib59 article-title: Movement-produced stimulation in the development of visually guided behavior publication-title: J. Comp. Physiol. Psychol. doi: 10.1037/h0040546 – volume: 11 start-page: 3137 year: 2010 ident: 10.1016/j.cub.2014.07.058_bib102 article-title: A generalized path integral control approach to reinforcement learning publication-title: J. Mach. Learn Res. – volume: 352 start-page: 1535 year: 1997 ident: 10.1016/j.cub.2014.07.058_bib68 article-title: Robotic and neuronal simulation of the hippocampus and rat navigation publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. doi: 10.1098/rstb.1997.0140 – volume: 97 start-page: 228 year: 1975 ident: 10.1016/j.cub.2014.07.058_bib74 article-title: A new approach to manipulator control: The Cerebellar Model Articulation Controller (CMAC) publication-title: ASME J. Dynamic Systems Measurements Control doi: 10.1115/1.3426923 – volume: 82 start-page: 247 year: 2000 ident: 10.1016/j.cub.2014.07.058_bib8 article-title: A simple latency-dependent spiking-neuron model of cricket phonotaxis publication-title: Biol. Cybern. doi: 10.1007/s004220050024 – volume: 30 start-page: 39 year: 2000 ident: 10.1016/j.cub.2014.07.058_bib41 article-title: A mobile robot employing insect strategies for navigation publication-title: Robot. Auton. Sys. doi: 10.1016/S0921-8890(99)00064-0 – volume: 136 start-page: 60 year: 2001 ident: 10.1016/j.cub.2014.07.058_bib107 article-title: Origins and violations of the 2/3 power law in rhythmic 3D movements publication-title: Exp. Brain Res. doi: 10.1007/s002210000505 – volume: 337 start-page: 283 year: 1992 ident: 10.1016/j.cub.2014.07.058_bib16 article-title: From insect vision to robot vision [and discussion] publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. doi: 10.1098/rstb.1992.0106 – volume: 91 start-page: 389 year: 2011 ident: 10.1016/j.cub.2014.07.058_bib17 article-title: Honeybees as a model for the study of visually guided flight, navigation, and biologically inspired robotics publication-title: Physiol. Rev. doi: 10.1152/physrev.00005.2010 – volume: 202 start-page: 437 year: 1968 ident: 10.1016/j.cub.2014.07.058_bib73 article-title: A theory of cerebellar cortex publication-title: J. Physiol. doi: 10.1113/jphysiol.1969.sp008820 – volume: 28 start-page: 492 year: 2012 ident: 10.1016/j.cub.2014.07.058_bib63 article-title: Model for a sensor inspired by electric fish publication-title: IEEE Trans. Robotics doi: 10.1109/TRO.2011.2175764 – volume: 25 start-page: 328 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib105 article-title: Dynamical movement primitives: learning attractor models for motor behaviors publication-title: Neural. Comput. doi: 10.1162/NECO_a_00393 – volume: 104 start-page: 3556 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib70 article-title: Retrospective and prospective responses arising in a modeled hippocampus during maze navigation by a brain-based device publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0611571104 – year: 1991 ident: 10.1016/j.cub.2014.07.058_bib78 – ident: 10.1016/j.cub.2014.07.058_bib5 – volume: 29 start-page: 651 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib57 article-title: Designing future underwater vehicles: principles and mechanisms of the weakly electric fish publication-title: IEEE J. Oceanic Eng. doi: 10.1109/JOE.2004.833210 – ident: 10.1016/j.cub.2014.07.058_bib134 – year: 1986 ident: 10.1016/j.cub.2014.07.058_bib129 – volume: 18 start-page: 1156 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib125 article-title: A reflexive neural network for dynamic biped walking control publication-title: Neural Comput. doi: 10.1162/neco.2006.18.5.1156 – year: 2008 ident: 10.1016/j.cub.2014.07.058_bib131 article-title: Legged Robots – volume: 23 start-page: 578 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib29 article-title: Surface-tension-driven biologically inspired water strider robots: Theory and experiments publication-title: Robotics IEEE Trans. doi: 10.1109/TRO.2007.895075 – year: 2005 ident: 10.1016/j.cub.2014.07.058_bib99 – volume: 272 start-page: 117 year: 1996 ident: 10.1016/j.cub.2014.07.058_bib80 article-title: Equilibrium-point control hypothesis examined by measured arm stiffness during multijoint movement publication-title: Science doi: 10.1126/science.272.5258.117 – volume: 114 start-page: 335 year: 1977 ident: 10.1016/j.cub.2014.07.058_bib40 article-title: A model for landmark learning in the honey-bee publication-title: J. Comp. Physiol. A doi: 10.1007/BF00657328 – year: 1989 ident: 10.1016/j.cub.2014.07.058_bib87 – volume: 54 start-page: 911 year: 2006 ident: 10.1016/j.cub.2014.07.058_bib123 article-title: Learning CPG-based biped locomotion with a policy gradient method publication-title: Robot. Auton. Sys. doi: 10.1016/j.robot.2006.05.012 – volume: 11 start-page: 20140281 year: 2014 ident: 10.1016/j.cub.2014.07.058_bib24 article-title: Controlling free flight of a robotic fly using an onboard vision sensor inspired by insect ocelli publication-title: J. R. Soc. Interface doi: 10.1098/rsif.2014.0281 – ident: 10.1016/j.cub.2014.07.058_bib115 – ident: 10.1016/j.cub.2014.07.058_bib26 doi: 10.1109/ROBOT.2008.4543236 – start-page: 365 year: 1990 ident: 10.1016/j.cub.2014.07.058_bib84 article-title: Feedback-error learning neural network for supervised motor learning – volume: 417 start-page: 359 year: 2002 ident: 10.1016/j.cub.2014.07.058_bib7 article-title: Robots in invertebrate neuroscience publication-title: Nature doi: 10.1038/417359a – volume: 4 start-page: 356 year: 1992 ident: 10.1016/j.cub.2014.07.058_bib31 article-title: A distributed neural network architecture for hexapod robot locomotion publication-title: Neural. Comput. doi: 10.1162/neco.1992.4.3.356 – ident: 10.1016/j.cub.2014.07.058_bib35 doi: 10.1109/IROS.2006.282229 – year: 2013 ident: 10.1016/j.cub.2014.07.058_bib119 – volume: 312 start-page: 527 year: 1986 ident: 10.1016/j.cub.2014.07.058_bib15 article-title: Flight performance and visual control of flight of the free-flying housefly (Musca domestica L.) I. Organization of the flight motor publication-title: Philos. Trans. R. Soc. Lond. B. Biol. Sci. doi: 10.1098/rstb.1986.0017 – volume: 29 start-page: 681 year: 1984 ident: 10.1016/j.cub.2014.07.058_bib76 article-title: Adaptive control of mechanical impedance by coactivation of antagonist muscles publication-title: IEEE Trans. Automatic Control doi: 10.1109/TAC.1984.1103644 – volume: 20 start-page: 450 year: 2003 ident: 10.1016/j.cub.2014.07.058_bib45 article-title: Catchment areas of panoramic snapshots in outdoor scenes publication-title: JOSA A doi: 10.1364/JOSAA.20.000450 – volume: 188 start-page: 419 year: 2002 ident: 10.1016/j.cub.2014.07.058_bib13 article-title: Neural networks in the cockpit of the fly publication-title: J. Comp. Physiol. A doi: 10.1007/s00359-002-0316-8 – volume: 216 start-page: 2501 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib61 article-title: Biomimetic and bio-inspired robotics in electric fish research publication-title: J. Exp. Biol. doi: 10.1242/jeb.082743 – volume: 27 start-page: 529 year: 2008 ident: 10.1016/j.cub.2014.07.058_bib62 article-title: Active electrolocation for underwater target localization publication-title: Inter. J. Robot. Res. doi: 10.1177/0278364908090538 – volume: 381 start-page: 425 year: 1996 ident: 10.1016/j.cub.2014.07.058_bib66 article-title: Geometric determinants of the place fields of hippocampal neurons publication-title: Nature doi: 10.1038/381425a0 – volume: 88 start-page: 942 year: 2002 ident: 10.1016/j.cub.2014.07.058_bib94 article-title: Forward models in visuomotor control publication-title: J. Neurophysiol. doi: 10.1152/jn.2002.88.2.942 – volume: 61 start-page: 351 year: 2013 ident: 10.1016/j.cub.2014.07.058_bib112 article-title: From dynamic movement primitives to associative skill memories publication-title: Robot. Auton. Sys. doi: 10.1016/j.robot.2012.09.017 – volume: 13 start-page: 419 year: 1979 ident: 10.1016/j.cub.2014.07.058_bib69 article-title: A review of the hippocampal place cells publication-title: Prog. Neurobiol. doi: 10.1016/0301-0082(79)90005-4 – volume: 7 start-page: 907 year: 2004 ident: 10.1016/j.cub.2014.07.058_bib98 article-title: Optimality principles in sensorimotor control publication-title: Nat. Neurosci. doi: 10.1038/nn1309 – issue: 6 year: 2012 ident: 10.1016/j.cub.2014.07.058_bib65 article-title: Sensory prediction on a whiskered robot: a tactile analogy to “optical flow” publication-title: Front. Neurorobotics – volume: 2 start-page: 338 year: 1998 ident: 10.1016/j.cub.2014.07.058_bib81 article-title: Internal models in the cerebellum publication-title: Trends Cogn. Sci. doi: 10.1016/S1364-6613(98)01221-2 – volume: 165 start-page: 425 year: 2007 ident: 10.1016/j.cub.2014.07.058_bib109 article-title: Dynamics systems vs. optimal control–a unifying view publication-title: Prog. Brain Res. doi: 10.1016/S0079-6123(06)65027-9 – volume: 95 start-page: 49 year: 1988 ident: 10.1016/j.cub.2014.07.058_bib108 article-title: Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation publication-title: Psychol. Rev. doi: 10.1037/0033-295X.95.1.49 |
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