Models of attractor dynamics in the brain

Tala Fakhoury, Elia Turner, Sushrut Thorat, Athena Akrami; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:1-14

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Thinking of Neural Networks Like a Physicist: The Statistical Physics of Machine Learning

Kai Jappe Sandbrink, Stefano Sarao Mannelli, Florent Krzakala; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:15-41

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An Introduction to Connectionist Theories of Semantic Cognition

Ari S Benjamin, Anna-Lea Beyer, Marianne De Heer Kloots, Jaedong Hwang, Hajer Karoui, Mitchell Ostrow, Jirko Rubruck, Kai Jappe Sandbrink, Satchel Grant, Andrew M Saxe, James Lloyd McClelland; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:42-67

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On the Impact of Representation Sharing on Parallel Processing in Neural Network Architectures

Maximilian Mittenbühler, Sven Wientjes, Sebastian Musslick; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:68-86

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Reinforcement learning: Computational modeling of learning and decision-making

Zach Cohen, Akshay Kumar Jagadish, Eghbal A. Hosseini, Maria K Eckstein; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:87-101

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Natural Image Statistics, Visual Representation, and Denoising

Imran Thobani, Alisa Leshchenko, Eero P Simoncelli; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:102-112

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Unifying neural population dynamics, manifold geometry, and circuit structure

Adam Manoogian, Asit Pal, Zachary Friedenberger, Tatiana A Engel; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:113-125

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THE STATISTICS OF NATURAL EXPERIENCE

Dota Tianai Dong, Jing Li, Tobias Thomas, Linda B. Smith; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:126-150

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A Computational Basis of Natural Intelligence

Alireza Karami, Veronica Chelu, Po-Chen Kuo, Lindsay M. Smith, Mia Whitefield, Jonathan D. Cohen; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:151-176

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From Place Cells to Predictive Codes: Lecture Notes on the Dynamic Hippocampus

Mildred Salgado-Menez, Andre Fenton; Proceedings of the Analytical Connectionism Schools 2023--2024, PMLR 320:177-193

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