Recent progress in analog memory-based accelerators for deep learning
Tsai, Hsinyu, Ambrogio, Stefano, Narayanan, Pritish, Shelby, Robert M, Burr, Geoffrey W
Published in Journal of physics. D, Applied physics (21.06.2018)
Published in Journal of physics. D, Applied physics (21.06.2018)
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Journal Article
Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element
Burr, Geoffrey W., Shelby, Robert M., Sidler, Severin, di Nolfo, Carmelo, Junwoo Jang, Boybat, Irem, Shenoy, Rohit S., Narayanan, Pritish, Virwani, Kumar, Giacometti, Emanuele U., Kurdi, Bulent N., Hyunsang Hwang
Published in IEEE transactions on electron devices (01.11.2015)
Published in IEEE transactions on electron devices (01.11.2015)
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Journal Article
On the Efficacy of Electrocatalysis in Nonaqueous Li–O2 Batteries
McCloskey, Bryan D, Scheffler, Rouven, Speidel, Angela, Bethune, Donald S, Shelby, Robert M, Luntz, A. C
Published in Journal of the American Chemical Society (16.11.2011)
Published in Journal of the American Chemical Society (16.11.2011)
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Journal Article
Neuromorphic computing using non-volatile memory
Burr, Geoffrey W., Shelby, Robert M., Sebastian, Abu, Kim, Sangbum, Kim, Seyoung, Sidler, Severin, Virwani, Kumar, Ishii, Masatoshi, Narayanan, Pritish, Fumarola, Alessandro, Sanches, Lucas L., Boybat, Irem, Le Gallo, Manuel, Moon, Kibong, Woo, Jiyoo, Hwang, Hyunsang, Leblebici, Yusuf
Published in Advances in physics: X (01.01.2017)
Published in Advances in physics: X (01.01.2017)
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Journal Article
Observation of the Role of Subcritical Nuclei in Crystallization of a Glassy Solid
Lee, Bong-Sub, Burr, Geoffrey W, Shelby, Robert M, Raoux, Simone, Rettner, Charles T, Bogle, Stephanie N, Darmawikarta, Kristof, Bishop, Stephen G, Abelson, John R
Published in Science (American Association for the Advancement of Science) (13.11.2009)
Published in Science (American Association for the Advancement of Science) (13.11.2009)
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Journal Article
Nanoscale nuclei in phase change materials: Origin of different crystallization mechanisms of Ge2Sb2Te5 and AgInSbTe
Lee, Bong-Sub, Shelby, Robert M., Raoux, Simone, Retter, Charles T., Burr, Geoffrey W., Bogle, Stephanie N., Darmawikarta, Kristof, Bishop, Stephen G., Abelson, John R.
Published in Journal of applied physics (14.02.2014)
Published in Journal of applied physics (14.02.2014)
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Journal Article
Training fully connected networks with resistive memories: impact of device failures
Romero, Louis P, Ambrogio, Stefano, Giordano, Massimo, Cristiano, Giorgio, Bodini, Martina, Narayanan, Pritish, Tsai, Hsinyu, Shelby, Robert M, Burr, Geoffrey W
Published in Faraday discussions (18.02.2019)
Published in Faraday discussions (18.02.2019)
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Journal Article
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part I: Al/Mo/Pr0.7Ca0.3MnO3 Material Improvements and Device Measurements
Moon, Kibong, Fumarola, Alessandro, Sidler, Severin, Jang, Junwoo, Narayanan, Pritish, Shelby, Robert M., Burr, Geoffrey W., Hwang, Hyunsang
Published in IEEE journal of the Electron Devices Society (2018)
Published in IEEE journal of the Electron Devices Society (2018)
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Journal Article
Solution-phase deposition and nanopatterning of GeSbSe phase-change materials
Milliron, Delia J, Raoux, Simone, Shelby, Robert M, Jordan-Sweet, Jean
Published in Nature materials (01.05.2007)
Published in Nature materials (01.05.2007)
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Journal Article
MIEC (mixed-ionic-electronic-conduction)-based access devices for non-volatile crossbar memory arrays
Shenoy, Rohit S, Burr, Geoffrey W, Virwani, Kumar, Jackson, Bryan, Padilla, Alvaro, Narayanan, Pritish, Rettner, Charles T, Shelby, Robert M, Bethune, Donald S, Raman, Karthik V, BrightSky, Matthew, Joseph, Eric, Rice, Philip M, Topuria, Teya, Kellock, Andrew J, Kurdi, Bülent, Gopalakrishnan, Kailash
Published in Semiconductor science and technology (01.10.2014)
Published in Semiconductor science and technology (01.10.2014)
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Journal Article
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr0.7Ca0.3MnO3 Device Characteristics on Neural Network Training Accuracy
Fumarola, Alessandro, Sidler, Severin, Moon, Kibong, Jang, Junwoo, Shelby, Robert M., Narayanan, Pritish, Leblebici, Yusuf, Hwang, Hyunsang, Burr, Geoffrey W.
Published in IEEE journal of the Electron Devices Society (2018)
Published in IEEE journal of the Electron Devices Society (2018)
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Journal Article
Equivalent-accuracy accelerated neural-network training using analogue memory
Ambrogio, Stefano, Narayanan, Pritish, Tsai, Hsinyu, Shelby, Robert M, Boybat, Irem, di Nolfo, Carmelo, Sidler, Severin, Giordano, Massimo, Bodini, Martina, Farinha, Nathan C P, Killeen, Benjamin, Cheng, Christina, Jaoudi, Yassine, Burr, Geoffrey W
Published in Nature (London) (01.06.2018)
Published in Nature (London) (01.06.2018)
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Journal Article
Poly(vinylidene fluoride) (PVDF) Binder Degradation in Li-O 2 Batteries: A Consideration for the Characterization of Lithium Superoxide
Papp, Joseph K, Forster, Jason D, Burke, Colin M, Kim, Hyo Won, Luntz, Alan C, Shelby, Robert M, Urban, Jeffrey J, McCloskey, Bryan D
Published in The journal of physical chemistry letters (16.03.2017)
Published in The journal of physical chemistry letters (16.03.2017)
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Journal Article
Poly(vinylidene fluoride) (PVDF) Binder Degradation in Li–O2 Batteries: A Consideration for the Characterization of Lithium Superoxide
Papp, Joseph K, Forster, Jason D, Burke, Colin M, Kim, Hyo Won, Luntz, Alan C, Shelby, Robert M, Urban, Jeffrey J, McCloskey, Bryan D
Published in The journal of physical chemistry letters (16.03.2017)
Published in The journal of physical chemistry letters (16.03.2017)
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Journal Article
Perspective on training fully connected networks with resistive memories: Device requirements for multiple conductances of varying significance
Cristiano, Giorgio, Giordano, Massimo, Ambrogio, Stefano, Romero, Louis P., Cheng, Christina, Narayanan, Pritish, Tsai, Hsinyu, Shelby, Robert M., Burr, Geoffrey W.
Published in Journal of applied physics (21.10.2018)
Published in Journal of applied physics (21.10.2018)
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Journal Article
Sequence-Independent Helical Wrapping of Single-Walled Carbon Nanotubes by Long Genomic DNA
Gigliotti, Brittany, Sakizzie, Brenda, Bethune, Donald S, Shelby, Robert M, Cha, Jennifer N
Published in Nano letters (01.02.2006)
Published in Nano letters (01.02.2006)
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Journal Article
Observation and modeling of polycrystalline grain formation in Ge2Sb2Te5
Burr, Geoffrey W., Tchoulfian, Pierre, Topuria, Teya, Nyffeler, Clemens, Virwani, Kumar, Padilla, Alvaro, Shelby, Robert M., Eskandari, Mona, Jackson, Bryan, Lee, Bong-Sub
Published in Journal of applied physics (15.05.2012)
Published in Journal of applied physics (15.05.2012)
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Journal Article
Phase change materials and their application to random access memory technology
Raoux, Simone, Shelby, Robert M., Jordan-Sweet, Jean, Munoz, Becky, Salinga, Martin, Chen, Yi-Chou, Shih, Yen-Hao, Lai, Erh-Kun, Lee, Ming-Hsiu
Published in Microelectronic engineering (01.12.2008)
Published in Microelectronic engineering (01.12.2008)
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