Shreya Saxena
Shreya Saxena
Assistant Professor, Department of Electrical and Computer Engineering, University of Florida
Verified email at ufl.edu - Homepage
Title
Cited by
Cited by
Year
Towards the neural population doctrine
S Saxena, JP Cunningham
Current opinion in neurobiology 55, 103-111, 2019
772019
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
192019
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
192019
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
122010
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
112020
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
112018
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
72012
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
52011
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
42020
Neuroscience Cloud Analysis As a Service
T Abe, I Kinsella, S Saxena, L Paninski, JP Cunningham
bioRxiv, 2020
42020
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
42014
Moving Fast: Neural Constraints in Closed Loop
S Saxena
Massachusetts Institute of Technology, 2017
3*2017
Weighted population code for low power neuromorphic image classification
AJ Yepes, J Tang, S Saxena, T Brosch, A Amir
2016 International Joint Conference on Neural Networks (IJCNN), 4294-4301, 2016
32016
A Systematic Approach to Selecting Task Relevant Neurons
K Kahn, S Saxena, E Eskandar, N Thakor, M Schieber, JT Gale, ...
Journal of Neuroscience Methods, 2015
32015
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
32011
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
22020
Real-Time Decoding of an Integrate and Fire Encoder
S Saxena, M Dahleh
Advances in Neural Information Processing Systems, 2906-2914, 2014
12014
Motor cortex activity across movement speeds is predicted by network-level strategies for generating muscle activity
S Saxena, A Russo, J Cunningham, MM Churchland
bioRxiv, 2021
2021
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, ...
arXiv preprint arXiv:2010.15191, 2020
2020
Network principles predict motor cortex population activity across movement speeds
S Saxena, A Russo, JP Cunningham, M Churchland
Computational and Systems Neuroscience (Cosyne) 2020, 2020
2020
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