Article

Synthesizing images to map neural networks to the human brain

2025-11-25

Abstract excerpt

Computational models can be used to generate hypotheses about the brain. In the visual system, this approach has revealed similarities between how natural images are represented in convolutional neural networks and in cortical regions. However, natural images generate highly correlated representations across the hierarchy of model layers, meaning that each brain region will not correspond selectively to a single l...

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Literature Corpus work: 2d6df497-1003-5f38-a5bb-4c6d9c4f21bd
DOI: 10.1101/2025.11.25.689428

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