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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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Dettagli Bibliografici
Pubblicato in:Adv Neural Inf Process Syst
Autori principali: Salvatori, Tommaso, Pinchetti, Luca, Millidge, Beren, Song, Yuhang, Bao, Tianyi, Bogacz, Rafal, Lukasiewicz, Thomas
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2022
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614467/
https://ncbi.nlm.nih.gov/pubmed/37090087
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