Shreya Saxena

4 papers · 2014–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion

Venues

NeurIPS (3) ICLR (1)

Top co-authors

Anne Churchland (2) Dan Biderman (1) Munther Dahleh (1) Michael James Higley (1) Taiga Abe (1) Hao Dong (1) Simon Musall (1) Jeffrey Markowitz (1) Matthew Whiteway (1) Scott Linderman (1)

Research topics

Machine Learning (4) Core Methods (4) Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Architectures (2) Core AI (2) Interdisciplinary (1) Mathematics & Optimization (1) Clinical (1) Cognitive Science (1) Mathematics (1) Research (1) Science (1)

Keywords

neural decoding (2) hidden markov model (2) feature extraction (1) switching dynamics (1) multimodal learning (1) behavior analysis (1) signal reconstruction (1) neural activity (1) neural population activity (1) reconstruction error (1) integrate-and-fire (1) real-time decoding (1) neuronal encoding (1) spike decoding (1) integrate-and-fire neuron (1) spike train (1) recurrent neural network (1) shared feature (1) convolutional autoencoder (1) integrate-and-fire model (1)

Papers

Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity ICLR 2025 Inference of Neural Dynamics Using Switching Recurrent Neural Networks NeurIPS 2024 BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos NeurIPS 2019 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014