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Editors: Stefano Sarao Mannelli, Francesca Mignacco, Chi-Ning Chou, SueYeon Chung, Andrew Saxe
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Models of attractor dynamics in the brain
; 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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