Untrained random CNNs align more closely with human V1 fMRI representations than backpropagation-trained models, while learning rules show differences mainly in intermediate areas.
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Untrained CNNs Match Backpropagation at V1: A Systematic RSA Comparison of Four Learning Rules Against Human fMRI
Untrained random CNNs align more closely with human V1 fMRI representations than backpropagation-trained models, while learning rules show differences mainly in intermediate areas.