Variational Bayesian least squares : An application to brain-machine interface data Neuroinformatics
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| Published in | Neural networks Vol. 21; no. 8; pp. 1112 - 1131 |
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| Main Authors | , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford
Elsevier Science
2008
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| Subjects | |
| Online Access | Get full text |
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| Author | HOFFMAN, Donna KAWATO, Mitsuo KAKEI, Shinji STRICK, Peter TING, Jo-Anne SCHAAL, Stefan D'SOUZA, Aaron YAMAMOTO, Kenji YOSHIOKA, Toshinori SERGIO, Lauren KALASKA, John |
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| Author_xml | – sequence: 1 givenname: Jo-Anne surname: TING fullname: TING, Jo-Anne organization: University of Southern California, Los Angeles, CA, 90089, United States – sequence: 2 givenname: Aaron surname: D'SOUZA fullname: D'SOUZA, Aaron organization: Google, Inc, Mountain View, CA 94043, United States – sequence: 3 givenname: Stefan surname: SCHAAL fullname: SCHAAL, Stefan organization: University of Southern California, Los Angeles, CA, 90089, United States – sequence: 4 givenname: Kenji surname: YAMAMOTO fullname: YAMAMOTO, Kenji organization: National Institute of Radiological Sciences, Chiba 263-8555, Japan – sequence: 5 givenname: Toshinori surname: YOSHIOKA fullname: YOSHIOKA, Toshinori organization: ATR Computational Neuroscience Laboratories, Kyoto 619-0288, Japan – sequence: 6 givenname: Donna surname: HOFFMAN fullname: HOFFMAN, Donna organization: University of Pittsburgh, Pittsburgh, PA 15261, United States – sequence: 7 givenname: Shinji surname: KAKEI fullname: KAKEI, Shinji organization: Tokyo Metropolitan Institute for Neuroscience, Tokyo 183-8526, Japan – sequence: 8 givenname: Lauren surname: SERGIO fullname: SERGIO, Lauren organization: York University, Toronto, Ontario, M3J 1P3, Canada – sequence: 9 givenname: John surname: KALASKA fullname: KALASKA, John organization: Université de Montréal, Montréal, H3C 3J7, Canada – sequence: 10 givenname: Mitsuo surname: KAWATO fullname: KAWATO, Mitsuo organization: ATR Computational Neuroscience Laboratories, Kyoto 619-0288, Japan – sequence: 11 givenname: Peter surname: STRICK fullname: STRICK, Peter organization: University of Pittsburgh, Pittsburgh, PA 15261, United States |
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| Keywords | Brain Input output Feature selection Variational methods Statistical learning Central nervous system Approximation algorithm Encephalon User interface Least squares method Variational Bayesian methods Bayes estimation Human Dimensionality reduction High-dimensional regression Statistical analysis Redundancy Linear regression Prediction Man machine dialogue Replacement Regression analysis Linear models Neurophysiology Statistical method EMG prediction Multidimensional database Signal processing Brain-machine interfaces Bayes methods Comparative study |
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| SubjectTerms | Applied sciences Biological and medical sciences Computer science; control theory; systems Computer systems and distributed systems. User interface Computerized, statistical medical data processing and models in biomedicine Exact sciences and technology Information, signal and communications theory Medical management aid. Diagnosis aid Medical sciences Miscellaneous Signal processing Software Telecommunications and information theory |
| Subtitle | Neuroinformatics |
| Title | Variational Bayesian least squares : An application to brain-machine interface data |
| Volume | 21 |
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