Title: Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis
Authors: last_name: Williams
first_name: Alex H.
name: Alex H. Williams
affiliations: label: 1
institution: Neurosciences Graduate Program
country: USA
name: Neurosciences Graduate Program , Stanford, CA 94305, USA .
notes: ahwillia@stanford.edu
last_name: Kim
first_name: Tony Hyun
name: Tony Hyun Kim
affiliations: label: 2
institution: Electrical Engineering Department
country: USA
name: Electrical Engineering Department , Stanford, CA 94305, USA .
last_name: Wang
first_name: Forea
name: Forea Wang
affiliations: label: 1
institution: Neurosciences Graduate Program
country: USA
name: Neurosciences Graduate Program , Stanford, CA 94305, USA .
last_name: Vyas
first_name: Saurabh
name: Saurabh Vyas
affiliations: label: 2
institution: Electrical Engineering Department
country: USA
name: Electrical Engineering Department , Stanford, CA 94305, USA .
label: 3
institution: Bioengineering Department
country: USA
name: Bioengineering Department , Stanford, CA 94305, USA .
last_name: Ryu
first_name: Stephen I.
name: Stephen I. Ryu
affiliations: label: 2
institution: Electrical Engineering Department
country: USA
name: Electrical Engineering Department , Stanford, CA 94305, USA .
label: 11
institution: Department of Neurosurgery, Palo Alto Medical Foundation
country: USA
name: 11 Department of Neurosurgery, Palo Alto Medical Foundation , Palo Alto, CA 94301, USA .
last_name: Shenoy
first_name: Krishna V.
name: Krishna V. Shenoy
affiliations: label: 2
institution: Electrical Engineering Department
country: USA
name: Electrical Engineering Department , Stanford, CA 94305, USA .
label: 3
institution: Bioengineering Department
country: USA
name: Bioengineering Department , Stanford, CA 94305, USA .
label: 6
institution: Neurobiology Department
country: USA
name: Neurobiology Department , Stanford, CA 94305, USA .
label: 7
institution: Bio-X Program
country: USA
name: Bio-X Program , Stanford, CA 94305, USA .
label: 8
institution: Stanford Neurosciences Institute
country: USA
name: Stanford Neurosciences Institute , Stanford, CA 94305, USA .
label: 9
institution: Howard Hughes Medical Institute
country: USA
name: Howard Hughes Medical Institute , Stanford, CA 94305, USA .
last_name: Schnitzer
first_name: Mark
name: Mark Schnitzer
affiliations: label: 4
institution: Applied Physics Department
country: USA
name: Applied Physics Department , Stanford, CA 94305, USA .
label: 5
institution: Biology Department
country: USA
name: Biology Department , Stanford, CA 94305, USA .
label: 7
institution: Bio-X Program
country: USA
name: Bio-X Program , Stanford, CA 94305, USA .
label: 9
institution: Howard Hughes Medical Institute
country: USA
name: Howard Hughes Medical Institute , Stanford, CA 94305, USA .
label: 10
institution: CNC Program, Stanford University
country: USA
name: 10 CNC Program, Stanford University , Stanford, CA 94305, USA .
last_name: Kolda
first_name: Tamara G.
name: Tamara G. Kolda
affiliations: label: 12
institution: Sandia National Laboratories
country: USA
name: 12 Sandia National Laboratories , Livermore, CA 94551, USA
last_name: Ganguli
first_name: Surya
name: Surya Ganguli
affiliations: label: 4
institution: Applied Physics Department
country: USA
name: Applied Physics Department , Stanford, CA 94305, USA .
label: 6
institution: Neurobiology Department
country: USA
name: Neurobiology Department , Stanford, CA 94305, USA .
label: 7
institution: Bio-X Program
country: USA
name: Bio-X Program , Stanford, CA 94305, USA .
label: 8
institution: Stanford Neurosciences Institute
country: USA
name: Stanford Neurosciences Institute , Stanford, CA 94305, USA .
notes: sganguli@stanford.edu
Affiliations: label: 1
institution: Neurosciences Graduate Program
country: USA
name: Neurosciences Graduate Program , Stanford, CA 94305, USA .
label: 2
institution: Electrical Engineering Department
country: USA
name: Electrical Engineering Department , Stanford, CA 94305, USA .
label: 3
institution: Bioengineering Department
country: USA
name: Bioengineering Department , Stanford, CA 94305, USA .
label: 4
institution: Applied Physics Department
country: USA
name: Applied Physics Department , Stanford, CA 94305, USA .
label: 5
institution: Biology Department
country: USA
name: Biology Department , Stanford, CA 94305, USA .
label: 6
institution: Neurobiology Department
country: USA
name: Neurobiology Department , Stanford, CA 94305, USA .
label: 7
institution: Bio-X Program
country: USA
name: Bio-X Program , Stanford, CA 94305, USA .
label: 8
institution: Stanford Neurosciences Institute
country: USA
name: Stanford Neurosciences Institute , Stanford, CA 94305, USA .
label: 9
institution: Howard Hughes Medical Institute
country: USA
name: Howard Hughes Medical Institute , Stanford, CA 94305, USA .
label: 10
institution: CNC Program, Stanford University
country: USA
name: 10 CNC Program, Stanford University , Stanford, CA 94305, USA .
label: 11
institution: Department of Neurosurgery, Palo Alto Medical Foundation
country: USA
name: 11 Department of Neurosurgery, Palo Alto Medical Foundation , Palo Alto, CA 94301, USA .
label: 12
institution: Sandia National Laboratories
country: USA
name: 12 Sandia National Laboratories , Livermore, CA 94551, USA
Field: Neuroscience
Document type: preprint
Year: 2017