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Shreya Saxena
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2020 – today
- 2024
- [j4]Xinyao Zhang
, Daiyao Yi
Unsupervised Human Activity Recognition Learning for Disassembly Tasks. IEEE Trans. Ind. Informatics 20(1): 785-794 (2024) - [c13]Shreya Saxena
Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks. WSDM 2024: 1184-1185 - 2023
- [c12]Woohyun Eum, Carlton Smith, Shreya Saxena:
Region-based conversion of neural activity across sessions. NER 2023: 1-5 - [c11]Daiyao Yi, Shreya Saxena:
Neural Correlations Across Mice During Spontaneous and Task-Related Behaviors. NER 2023: 1-5 - [i3]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 abs/2302.06854 (2023) - [i2]Muneeswaran I
Minimizing Factual Inconsistency and Hallucination in Large Language Models. CoRR abs/2311.13878 (2023) - 2022
- [c10]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. IEEE Big Data 2022: 2364-2369 - [c9]Daiyao Yi, Shreya Saxena:
Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE). EMBC 2022: 497-503 - [c8]Muhammad Noman Almani, Shreya Saxena:
Recurrent neural networks controlling musculoskeletal models predict motor cortex activity during novel limb movements. EMBC 2022: 3350-3356 - 2021
- [c7]Yongxu Zhang, Catalin Mitelut
Uncovering the effect of different brain regions on behavioral classification using recurrent neural networks. EMBC 2021: 6602-6607 - 2020
- [j3]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): 865-886 (2020) - [j2]Shreya Saxena
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. PLoS Comput. Biol. 16(4) (2020)
2010 – 2019
- 2019
- [c6]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:
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. NeurIPS 2019: 15680-15691 - 2018
- [c5]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: 5182-5186 - [i1]Daniel Hernández, Antonio Khalil Moretti, Ziqiang Wei
A Novel Variational Family for Hidden Nonlinear Markov Models. CoRR abs/1811.02459 (2018) - 2017
- [b1]Shreya Saxena:
Neural constraints in closed loop. Massachusetts Institute of Technology, Cambridge, USA, 2017 - 2016
- [c4]Antonio Jimeno-Yepes, Jianbin Tang, Shreya Saxena, Tobias Brosch, Arnon Amir
Weighted Population Code for low power neuromorphic image classification. IJCNN 2016: 4294-4301 - 2014
- [c3]Shreya Saxena, Munther A. Dahleh:
Analyzing the effect of an integrate and fire encoder and decoder in feedback. CDC 2014: 3821-3828 - [c2]Shreya Saxena, Munther A. Dahleh:
Real-Time Decoding of an Integrate and Fire Encoder. NIPS 2014: 2906-2914 - 2012
- [j1]Shreya Saxena, Marc H. Schieber, Nitish V. Thakor
Aggregate Input-Output Models of Neuronal Populations. IEEE Trans. Biomed. Eng. 59(7): 2030-2039 (2012) - 2011
- [c1]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: 4179-4182
Coauthor Index
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