Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

For both humans and machines, the essence of learning is to pinpoint which components in its information processing pipeline are responsible for an error in its output, a challenge that is known as ‘credit assignment’. It has long been assumed that credit assignment is best solved by backpropagation...

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Bibliographic Details
Main Authors: Song, Y, Millidge, B, Salvatori, T, Lukasiewicz, T, Xu, Z, Bogacz, R
Format: Journal article
Language:English
Published: Springer Nature 2024