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Poster
Thu 10:45 Nonlinear scaling of resource allocation in sensory bottlenecks
Laura R Edmondson · Alejandro Jimenez Rodriguez · Hannes P. Saal
Poster
Thu 10:45 A Normative Theory for Causal Inference and Bayes Factor Computation in Neural Circuits
Wenhao Zhang · Si Wu · Brent Doiron · Tai Sing Lee
Poster
Wed 10:45 A neurally plausible model learns successor representations in partially observable environments
Eszter Vértes · Maneesh Sahani
Poster
Tue 10:45 Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks
Gunjan Verma · Ananthram Swami
Poster
Wed 10:45 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
Poster
Thu 10:45 Flexible information routing in neural populations through stochastic comodulation
Caroline Haimerl · Cristina Savin · Eero Simoncelli
Poster
Thu 10:45 A unified theory for the origin of grid cells through the lens of pattern formation
Ben Sorscher · Gabriel Mel · Surya Ganguli · Samuel Ocko
Poster
Thu 10:45 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Organization of Mouse Visual Cortex
Jianghong Shi · Eric Shea-Brown · Michael Buice
Poster
Tue 10:45 Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks
Hosein Hasani · Mahdieh Soleymani · Hamid Aghajan
Poster
Wed 10:45 Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Mohammad Reza Keshtkaran · Chethan Pandarinath
Poster
Wed 10:45 Efficient characterization of electrically evoked responses for neural interfaces
Nishal Shah · Sasidhar Madugula · Pawel Hottowy · Alexander Sher · Alan Litke · Liam Paninski · E.J. Chichilnisky
Poster
Thu 17:00 Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis
David Clark · Jesse Livezey · Kristofer Bouchard