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
Main Authors: Salvatori, T, Pinchetti, L, Millidge, B, Song, Y, Bao, T, Bogacz, R, Lukasiewicz, T
Format: Conference item
Language:English
Published: Curran Associates 2023