Search Results - "Williams, Ezekiel"

Neural burst codes disguised as rate codes by Williams, Ezekiel, Payeur, Alexandre, Gidon, Albert, Naud, Richard

“…The burst coding hypothesis posits that the occurrence of sudden high-frequency patterns of action potentials constitutes a salient syllable of the neural…”
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Flexible Phase Dynamics for Bio-Plausible Contrastive Learning by Williams, Ezekiel, Bredenberg, Colin, Lajoie, Guillaume

“…PMLR 202:37042-37065, 2023 Many learning algorithms used as normative models in neuroscience or as candidate approaches for learning on neuromorphic chips…”
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Expressivity of Neural Networks with Random Weights and Learned Biases by Williams, Ezekiel, Ryoo, Avery Hee-Woon, Jiralerspong, Thomas, Payeur, Alexandre, Perich, Matthew G, Mazzucato, Luca, Lajoie, Guillaume

“…Landmark universal function approximation results for neural networks with trained weights and biases provided impetus for the ubiquitous use of neural…”
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