Coding schemes in neural networks learning classification tasks

Abstract Neural networks posses the crucial ability to generate meaningful representations of task-dependent features. Indeed, with appropriate scaling, supervised learning in neural networks can result in strong, task-dependent feature learning. However, the nature of the emergent representations i...

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Bibliographic Details
Main Authors: Alexander van Meegen, Haim Sompolinsky
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-58276-6
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