Monday, March 14, 2022
8:00AM - 8:36AM
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A03.00001: A mathematical analysis of learning in both biological and artificial neural networks
Invited Speaker:
Surya Ganguli
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Monday, March 14, 2022
8:36AM - 8:48AM
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A03.00002: Intrinsic and parameter-less gain control in rate coding by spiking neurons
Nirag Kadakia, Will Rosenbluth, Thierry Emonet
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Monday, March 14, 2022
8:48AM - 9:00AM
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A03.00003: Neural network model of nonlinear Bayesian learning
Camilla Li, Ilya M Nemenman
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Monday, March 14, 2022
9:00AM - 9:12AM
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A03.00004: Desynchronous and decentralized learning In a physical network
Jacob F Wycoff, Sam J Dillavou, Menachem Stern, Andrea J Liu, Douglas J Durian
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Monday, March 14, 2022
9:12AM - 9:24AM
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A03.00005: Merging Kalman Filtering with the information bottleneck technique for optimal state inference
Vedant Sachdeva, Thierry Mora, Arvind Murugan, Stephanie E Palmer, Aleksandra M Walczak
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Monday, March 14, 2022
9:24AM - 9:36AM
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A03.00006: A theory of weight distribution-constrained learning
Weishun Zhong, Ben Sorscher, Daniel D Lee, Haim I Sompolinsky
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Monday, March 14, 2022
9:36AM - 9:48AM
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A03.00007: Biophysical learning : Training flow networks via chemical signaling
Vidyesh Rao Anisetti, Benjamin Scellier, Siddhartha Mishra, Jennifer M Schwarz
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Monday, March 14, 2022
9:48AM - 10:00AM
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A03.00008: How physics-informed neural networks improve image segmentation performance
Daniela Koch
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Monday, March 14, 2022
10:00AM - 10:12AM
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A03.00009: Exploring the Landscape of Collective Modes Using IB-RG
Adam G Kline
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Monday, March 14, 2022
10:12AM - 10:24AM
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A03.00010: Energy-Based Models Capture Pairwise and Higher-Order Interactions in Protein Sequence Data
Peter Fields, Vudtiwat Ngampruetikorn, Stephanie E Palmer, David J Schwab
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Monday, March 14, 2022
10:24AM - 10:36AM
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A03.00011: Learning in gene regulatory networks: dimensionality reduction by master regulators
Naama Brenner
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Monday, March 14, 2022
10:36AM - 10:48AM
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A03.00012: Memory formation in adaptive networks
Komal Bhattacharyya, David Zwicker, Karen Alim
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Monday, March 14, 2022
10:48AM - 11:00AM
Withdrawn
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A03.00013: The route to chaos of reinforcement learning in routing networks
Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
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