Search All 2022 Events
 

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Poster
Tue 9:00 Phase transitions in when feedback is useful
Lokesh Boominathan · Xaq Pitkow
Workshop
Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
Poster
Wed 14:00 Predictive Coding beyond Gaussian Distributions
Luca Pinchetti · Tommaso Salvatori · Yordan Yordanov · Beren Millidge · Yuhang Song · Thomas Lukasiewicz
Poster
Thu 14:00 Learning on Arbitrary Graph Topologies via Predictive Coding
Tommaso Salvatori · Luca Pinchetti · Beren Millidge · Yuhang Song · Tianyi Bao · Rafal Bogacz · Thomas Lukasiewicz
Poster
Wed 14:00 BayesPCN: A Continually Learnable Predictive Coding Associative Memory
Jinsoo Yoo · Frank Wood
Workshop
Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
Workshop
Sat 7:10 Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
Poster
On the relationship between variational inference and auto-associative memory
Louis Annabi · Alexandre Pitti · Mathias Quoy
Workshop
Associative memory via covariance-learning predictive coding networks
Mufeng Tang · Tommaso Salvatori · Yuhang Song · Beren Millidge · Thomas Lukasiewicz · Rafal Bogacz
Poster
Wed 14:00 A Theoretical Framework for Inference Learning
Nick Alonso · Beren Millidge · Jeffrey Krichmar · Emre O Neftci
Poster
Wed 9:00 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo · Adrian Lancucki · Ricard Marxer · PaweĊ‚ Rychlikowski · Jan Chorowski
Poster
Wed 9:00 Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
Siavash Golkar · Tiberiu Tesileanu · Yanis Bahroun · Anirvan Sengupta · Dmitri Chklovskii