Shreya Saxena

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Venues

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Xinyao Zhang, Daiyao Yi, Sara Behdad, Shreya Saxena
Unsupervised Human Activity Recognition Learning for Disassembly Tasks. IEEE Trans. Ind. Informatics 20 (1) (2024)
Shreya Saxena, Siva Prasad, Muneeswaran I, Advaith Shankar, Varun V, Saisubramaniam Gopalakrishnan, Vishal Vaddina
Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks. WSDM (2024)
Daiyao Yi, Shreya Saxena
Neural Correlations Across Mice During Spontaneous and Task-Related Behaviors. NER (2023)
Muneeswaran I, Shreya Saxena, Siva Prasad, Mukkamala Venkata Sai Prakash, Advaith Shankar, Varun V, Vishal Vaddina, Saisubramaniam Gopalakrishnan
Minimizing Factual Inconsistency and Hallucination in Large Language Models. CoRR (2023)
Woohyun Eum, Carlton Smith, Shreya Saxena
Region-based conversion of neural activity across sessions. NER (2023)
Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. CoRR (2023)
Shreya Saxena, Raj Sangani, Siva Prasad, Shubham Kumar, Mihir Athale, Rohan Awhad, Vishal Vaddina
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents. Big Data (2022)
Muhammad Noman Almani, Shreya Saxena
Recurrent neural networks controlling musculoskeletal models predict motor cortex activity during novel limb movements. EMBC (2022)
Daiyao Yi, Shreya Saxena
Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE). EMBC (2022)
Yongxu Zhang, Catalin Mitelut, Greg Silasi, Federico Bolaños, Nicholas V. Swindale, Timothy Murphy, Shreya Saxena
Uncovering the effect of different brain regions on behavioral classification using recurrent neural networks. EMBC (2021)
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
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. PLoS Comput. Biol. 16 (4) (2020)
Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh
Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements. Neural Comput. 32 (5) (2020)
Eleanor Batty, Matthew R. Whiteway, Shreya Saxena, Dan Biderman, Taiga Abe, Simon Musall, Winthrop Gillis, Jeffrey Markowitz, Anne Churchland, John P. Cunningham, Sandeep R. Datta, Scott W. Linderman, Liam Paninski
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. NeurIPS (2019)
Shreya Saxena, Raina D'Aleo, Marc H. Schieber, Munther A. Dahleh, Sridevi V. Sarma
Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control. EMBC (2018)
Daniel Hernández, Antonio Khalil Moretti, Ziqiang Wei, Shreya Saxena, John P. Cunningham, Liam Paninski
A Novel Variational Family for Hidden Nonlinear Markov Models. CoRR (2018)
Antonio Jimeno-Yepes, Jianbin Tang, Shreya Saxena, Tobias Brosch, Arnon Amir
Weighted Population Code for low power neuromorphic image classification. IJCNN (2016)
Shreya Saxena, Munther A. Dahleh
Analyzing the effect of an integrate and fire encoder and decoder in feedback. CDC (2014)
Shreya Saxena, Munther A. Dahleh
Real-Time Decoding of an Integrate and Fire Encoder. NIPS (2014)
Shreya Saxena, Marc H. Schieber, Nitish V. Thakor, Sridevi V. Sarma
Aggregate Input-Output Models of Neuronal Populations. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Shreya Saxena, John T. Gale, Emad N. Eskandar, Sridevi V. Sarma
Modulations in the oscillatory activity of the Globus Pallidus internus neurons during a behavioral task-A point process analysis. EMBC (2011)

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Publication Activity (10 Years)

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Shreya Saxena