Sparse Autoencoders Bridge The Deep Learning Model and The Brain

Ziming Mao, Jia Xu, Zeqi Zheng +4

We present SAE-BrainMap, a novel framework that directly aligns deep learning visual model representations with voxel-level fMRI responses using sparse autoencoders (SAEs). First,…