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Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis
Alex H. Williams, Tony Hyun Kim, Forea Wang, Saurabh Vyas, Stephen I. Ryu, Krishna V. Shenoy, Mark Schnitzer, Tamara G. Kolda, Surya Ganguli
doi: https://doi.org/10.1101/211128
Alex H. Williams
1Neurosciences Graduate Program, Stanford, CA 94305, USA.
Tony Hyun Kim
2Electrical Engineering Department, Stanford, CA 94305, USA.
Forea Wang
1Neurosciences Graduate Program, Stanford, CA 94305, USA.
Saurabh Vyas
2Electrical Engineering Department, Stanford, CA 94305, USA.
3Bioengineering Department, Stanford, CA 94305, USA.
Stephen I. Ryu
2Electrical Engineering Department, Stanford, CA 94305, USA.
11Department of Neurosurgery, Palo Alto Medical Foundation, Palo Alto, CA 94301, USA.
Krishna V. Shenoy
2Electrical Engineering Department, Stanford, CA 94305, USA.
3Bioengineering Department, Stanford, CA 94305, USA.
6Neurobiology Department, Stanford, CA 94305, USA.
7Bio-X Program, Stanford, CA 94305, USA.
8Stanford Neurosciences Institute, Stanford, CA 94305, USA.
9Howard Hughes Medical Institute, Stanford, CA 94305, USA.
Mark Schnitzer
4Applied Physics Department, Stanford, CA 94305, USA.
5Biology Department, Stanford, CA 94305, USA.
7Bio-X Program, Stanford, CA 94305, USA.
9Howard Hughes Medical Institute, Stanford, CA 94305, USA.
10CNC, Stanford, CA 94305, USA.
Tamara G. Kolda
12Sandia National Laboratories, Livermore, CA 94551, USA
Surya Ganguli
4Applied Physics Department, Stanford, CA 94305, USA.
6Neurobiology Department, Stanford, CA 94305, USA.
7Bio-X Program, Stanford, CA 94305, USA.
8Stanford Neurosciences Institute, Stanford, CA 94305, USA.
Article usage
Posted October 30, 2017.
Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis
Alex H. Williams, Tony Hyun Kim, Forea Wang, Saurabh Vyas, Stephen I. Ryu, Krishna V. Shenoy, Mark Schnitzer, Tamara G. Kolda, Surya Ganguli
bioRxiv 211128; doi: https://doi.org/10.1101/211128
Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis
Alex H. Williams, Tony Hyun Kim, Forea Wang, Saurabh Vyas, Stephen I. Ryu, Krishna V. Shenoy, Mark Schnitzer, Tamara G. Kolda, Surya Ganguli
bioRxiv 211128; doi: https://doi.org/10.1101/211128
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