Shreya Saxena
Shreya Saxena
Assistant Professor, Wu Tsai Institute and Department of Biomedical Engineering, Yale University
Verified email at - Homepage
Cited by
Cited by
Towards the neural population doctrine
S Saxena, JP Cunningham
Current opinion in neurobiology 55, 103-111, 2019
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos
E Batty, M Whiteway, S Saxena, D Biderman, T Abe, S Musall, W Gillis, ...
Advances in Neural Information Processing Systems 32, 15706-15717, 2019
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data
S Saxena, I Kinsella, S Musall, SH Kim, J Meszaros, DN Thibodeaux, ...
PLOS Computational Biology 16 (4), e1007791, 2020
Motor cortex activity across movement speeds is predicted by network-level strategies for generating muscle activity
S Saxena, AA Russo, J Cunningham, MM Churchland
eLife 11, e67620, 2022
Chronic, cortex-wide imaging of specific cell populations during behavior
J Couto, S Musall, XR Sun, A Khanal, S Gluf, S Saxena, I Kinsella, T Abe, ...
Nature protocols 16 (7), 3241-3263, 2021
Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysis
T Abe, I Kinsella, S Saxena, EK Buchanan, J Couto, J Briggs, SL Kitt, ...
Neuron 110 (17), 2771-2789. e7, 2022
Nonlinear Evolution via Spatially-Dependent Linear Dynamics for Electrophysiology and Calcium Data
D Hernandez, AK Moretti, S Saxena, Z Wei, J Cunningham, L Paninski
Neurons, Behavior, Data analysis, and Theory 3 (3), 13476, 2020
A Novel Variational Family for Hidden Nonlinear Markov Models
D Hernandez, AK Moretti, Z Wei, S Saxena, J Cunningham, L Paninski
arXiv preprint arXiv:1811.02459, 2018
Motor cortical influence relies on task-specific activity covariation
CL Warriner, S Fageiry, S Saxena, RM Costa, A Miri
Cell reports 40 (13), 2022
Aggregate Input-Output Models of Neuronal Populations
S Saxena, MH Schieber, NV Thakor, SV Sarma
Biomedical Engineering, IEEE Transactions on 59 (7), 2030-2039, 2012
Point process models show temporal dependencies of basal ganglia nuclei under deep brain stimulation
S Saxena, S Santaniello, EB Montgomery, JT Gale, SV Sarma
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
Next-generation brain observatories
C Koch, K Svoboda, A Bernard, MA Basso, AK Churchland, AL Fairhall, ...
Neuron 110 (22), 3661-3666, 2022
Mesoscale cortex-wide neural dynamics predict self-initiated actions in mice several seconds prior to movement
C Mitelut, Y Zhang, Y Sekino, JD Boyd, F Bollanos, NV Swindale, G Silasi, ...
Elife 11, e76506, 2022
Unsupervised Human Activity Recognition Learning for Disassembly Tasks
X Zhang, D Yi, S Behdad, S Saxena
IEEE Transactions on Industrial Informatics, 2023
Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements
S Saxena, SV Sarma, M Dahleh
Neural Computation 32 (5), 865-886, 2020
Analyzing the effect of an integrate and fire encoder and decoder in feedback
S Saxena, M Dahleh
53rd IEEE Conference on Decision and Control, 3821-3828, 2014
Modulations in the oscillatory activity of the globus pallidus internus neurons during a behavioral task-a point process analysis
S Saxena, JT Gale, EN Eskandar, SV Sarma
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)
D Yi, S Musall, A Churchland, N Padilla-Coreano, S Saxena
bioRxiv, 2022.09. 01.506091, 2022
Neuronal Activity of the Globus Pallidus Internus: Correlates Related to Cued Movements, Parkinson's Disease, and Deep Brain Stimulation
S Saxena
Johns Hopkins University, 2011
Neuromatch Academy: a 3-week, online summer school in computational neuroscience
B t Hart, T Achakulvisut, A Adeyemi, A Akrami, B Alicea, A Alonso-Andres, ...
Journal of Open Source Education 5 (49), 118, 2022
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