Shreya Saxena

According to our database, Shreya Saxena authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unsupervised Human Activity Recognition Learning for Disassembly Tasks.

Xinyao Zhang, Daiyao Yi, Sara Behdad, Shreya Saxena

IEEE Trans. Ind. Informatics, January, 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

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

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

Neural Correlations Across Mice During Spontaneous and Task-Related Behaviors.

Daiyao Yi, Shreya Saxena

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Region-based conversion of neural activity across sessions.

Woohyun Eum, Carlton Smith, Shreya Saxena

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022

Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE).

Daiyao Yi, Shreya Saxena

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Recurrent neural networks controlling musculoskeletal models predict motor cortex activity during novel limb movements.

Muhammad Noman Almani, Shreya Saxena

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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

Proceedings of the IEEE International Conference on Big Data, 2022

2021

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

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

2019

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, Liam Paninski

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Novel Variational Family for Hidden Nonlinear Markov Models.

Daniel Hernández, Antonio Khalil Moretti, Ziqiang Wei, Shreya Saxena, John P. Cunningham, Liam Paninski

CoRR, 2018

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

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Neural constraints in closed loop.

Shreya Saxena

PhD thesis, 2017

2016

Weighted Population Code for low power neuromorphic image classification.

Antonio Jimeno-Yepes, Jianbin Tang, Shreya Saxena, Tobias Brosch, Arnon Amir

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2014

Real-Time Decoding of an Integrate and Fire Encoder.

Shreya Saxena, Munther A. Dahleh

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Analyzing the effect of an integrate and fire encoder and decoder in feedback.

Shreya Saxena, Munther A. Dahleh

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2012

Aggregate Input-Output Models of Neuronal Populations.

Shreya Saxena, Marc H. Schieber, Nitish V. Thakor, Sridevi V. Sarma

IEEE Trans. Biomed. Eng., 2012

2011

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

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011