| Towards the neural population doctrine S Saxena, JP Cunningham Current opinion in neurobiology 55, 103-111, 2019 | 291 | 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 | 72 | 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 | 61 | 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 | 49 | 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 | 44 | 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 | 31 | 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 | 17 | 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 | 15 | 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 | 14 | 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 | 13 | 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 | 12 | 2010 |
| Next-generation brain observatories C Koch, K Svoboda, A Bernard, MA Basso, AK Churchland, AL Fairhall, ... Neuron 110 (22), 3661-3666, 2022 | 11 | 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 | 8 | 2022 |
| Unsupervised Human Activity Recognition Learning for Disassembly Tasks X Zhang, D Yi, S Behdad, S Saxena IEEE Transactions on Industrial Informatics, 2023 | 7 | 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 | 5 | 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 | 5 | 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 | 5 | 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 | 4 | 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 | 4 | 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 | 3 | 2022 |
John CunninghamProfessor, Columbia University在 columbia.edu 的电子邮件经过验证
