Modulations in the oscillatory activity of the Globus Pallidus internus neurons during a behavioral task-A point process analysis. - Shreya Saxena; John T. Gale; Emad N. Eskandar; Sridevi V. Sarma (EMBC, 2011)

Aggregate Input-Output Models of Neuronal Populations. - Shreya Saxena; Marc H. Schieber; Nitish V. Thakor; Sridevi V. Sarma (IEEE Trans. Biomed. Eng., 2012)

Analyzing the effect of an integrate and fire encoder and decoder in feedback. - Shreya Saxena; Munther A. Dahleh (CDC, 2014)

Real-Time Decoding of an Integrate and Fire Encoder. - Shreya Saxena; Munther A. Dahleh (NIPS, 2014)

Weighted Population Code for low power neuromorphic image classification. - Antonio Jimeno-Yepes; Jianbin Tang; Shreya Saxena; Tobias Brosch; Arnon Amir (IJCNN, 2016)

Neural constraints in closed loop. - Shreya Saxena (2017)

Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control. - Shreya Saxena; Raina D'Aleo; Marc H. Schieber; Munther A. Dahleh; Sridevi V. Sarma (EMBC, 2018)

A Novel Variational Family for Hidden Nonlinear Markov Models. - Daniel Hernández 010; Antonio Khalil Moretti; Ziqiang Wei; Shreya Saxena; John P. Cunningham; Liam Paninski (CoRR, 2018)

BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. - Eleanor Batty; Matthew R. Whiteway; Shreya Saxena; Dan Biderman; Taiga Abe; Simon Musall; Winthrop Gillis; Jeffrey E. Markowitz; Anne Churchland; John P. Cunningham; Sandeep R. Datta; Scott W. Linderman; et al. (NeurIPS, 2019)

Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements. - Shreya Saxena; Sridevi V. Sarma; Munther A. Dahleh (Neural Comput., 2020)

Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. - Shreya Saxena; Ian Kinsella; Simon Musall; Sharon H. Kim; Jozsef Meszaros; David N. Thibodeaux; Carla Kim; John J. Cunningham; Elizabeth M. C. Hillman; Anne Churchland; Liam Paninski (PLoS Comput. Biol., 2020)

Uncovering the effect of different brain regions on behavioral classification using recurrent neural networks. - Yongxu Zhang; Catalin Mitelut; Greg Silasi; Federico Bolaños; Nicholas V. Swindale; Timothy Murphy; Shreya Saxena (EMBC, 2021)

Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. - Shreya Saxena; Raj Sangani; Siva Prasad; Shubham Kumar; Mihir Athale; Rohan Awhad; Vishal Vaddina (IEEE Big Data, 2022)

Recurrent neural networks controlling musculoskeletal models predict motor cortex activity during novel limb movements. - Muhammad Noman Almani; Shreya Saxena (EMBC, 2022)

Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE). - Daiyao Yi; Shreya Saxena (EMBC, 2022)

Region-based conversion of neural activity across sessions. - Woohyun Eum; Carlton Smith; Shreya Saxena (NER, 2023)

Neural Correlations Across Mice During Spontaneous and Task-Related Behaviors. - Daiyao Yi; Shreya Saxena (NER, 2023)

Minimizing Factual Inconsistency and Hallucination in Large Language Models. - Muneeswaran I; Shreya Saxena; Siva Prasad; Mukkamala Venkata Sai Prakash; Advaith Shankar; Varun V; Vishal Vaddina; Saisubramaniam Gopalakrishnan (CoRR, 2023)

Inference of Neural Dynamics Using Switching Recurrent Neural Networks. - Yongxu Zhang; Shreya Saxena (NeurIPS, 2024)

Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks. - Shreya Saxena; Siva Prasad; Muneeswaran I; Advaith Shankar; Varun V; Saisubramaniam Gopalakrishnan; Vishal Vaddina (WSDM, 2024)

Unsupervised Human Activity Recognition Learning for Disassembly Tasks. - Xinyao Zhang; Daiyao Yi; Sara Behdad; Shreya Saxena (IEEE Trans. Ind. Informatics, 2024)

Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity. - Daiyao Yi; Hao Dong; Michael James Higley; Anne Churchland; Shreya Saxena (ICLR, 2025)

ACT: Bridging the Gap in Code Translation through Synthetic Data Generation & Adaptive Training. - Shreya Saxena; Siva Prasad; Zishan Ahmad; Vishal Vaddina (CoRR, 2025)

Embodied sensorimotor control: computational modeling of the neural control of movement. - Muhammad Noman Almani; John Lazzari; Jeff Walker; Shreya Saxena (CoRR, 2025)

Learning Mixtures of Linear Dynamical Systems (MoLDS) via Hybrid Tensor-EM Method. - Lulu Gong 001; Shreya Saxena (CoRR, 2025)