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Poster
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Thu 10:45
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Bipartite expander Hopfield networks as self-decoding high-capacity error correcting codes
Rishidev Chaudhuri · Ila Fiete
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Poster
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Thu 17:00
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Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis
David Clark · Jesse Livezey · Kristofer Bouchard
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Poster
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Thu 10:45
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Nonlinear scaling of resource allocation in sensory bottlenecks
Laura R Edmondson · Alejandro Jimenez Rodriguez · Hannes P. Saal
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Poster
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Thu 10:45
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A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits
Wenhao Zhang · Si Wu · Brent Doiron · Tai Sing Lee
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Poster
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Tue 10:45
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Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks
Hosein Hasani · Mahdieh Soleymani · Hamid Aghajan
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Poster
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Wed 10:45
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Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Mohammad Reza Keshtkaran · Chethan Pandarinath
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Poster
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Wed 10:45
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From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
Hidenori Tanaka · Aran Nayebi · Niru Maheswaranathan · Lane McIntosh · Stephen Baccus · Surya Ganguli
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Poster
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Thu 10:45
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Comparison Against Task Driven Artificial Neural Networks Reveals Functional Organization of Mouse Visual Cortex
Jianghong Shi · Eric Shea-Brown · Michael Buice
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Poster
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Thu 10:45
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A unified theory for the origin of grid cells through the lens of pattern formation
Ben Sorscher · Gabriel Mel · Surya Ganguli · Samuel Ocko
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Poster
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Wed 10:45
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Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity
Aria Wang · Michael Tarr · Leila Wehbe
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Poster
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Wed 17:00
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Untangling in Invariant Speech Recognition
Cory Stephenson · Jenelle Feather · Suchismita Padhy · Oguz Elibol · Hanlin Tang · Josh McDermott · SueYeon Chung
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Poster
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Wed 10:45
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A neurally plausible model learns successor representations in partially observable environments
Eszter Vértes · Maneesh Sahani
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