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Learning on Arbitrary Graph Topologies via Predictive Coding

Training with backpropagation (BP) in standard deep learning consists of two main steps: a forward pass that maps a data point to its prediction, and a backward pass that propagates the error of this prediction back through the network. This process is highly effective when the goal is to minimize a...

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Bibliographic Details
Published in:Adv Neural Inf Process Syst
Main Authors: Salvatori, Tommaso, Pinchetti, Luca, Millidge, Beren, Song, Yuhang, Bao, Tianyi, Bogacz, Rafal, Lukasiewicz, Thomas
Format: Artigo
Language:Inglês
Published: 2022
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614467/
https://ncbi.nlm.nih.gov/pubmed/37090087
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