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Powerpropagation: A sparsity inducing weight reparameterisation


Oct 06, 2021
Jonathan Schwarz, Siddhant M. Jayakumar, Razvan Pascanu, Peter E. Latham, Yee Whye Teh

* Accepted at NeurIPS 2021 

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Towards Biologically Plausible Convolutional Networks


Jun 22, 2021
Roman Pogodin, Yash Mehta, Timothy P. Lillicrap, Peter E. Latham


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Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks


Jun 12, 2020
Roman Pogodin, Peter E. Latham

* 20 pages, 2 figures 

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