This study identified the similarity of fMRI-based brain activity in certain scene-selective regions associated with scene categories and low-level spatial structure. In addition, similar hierarchy was found between fMRI response and convolution neural network features of different layers. The results may provide new insights to the processing of lower and high-level knowledge, as well as the performance-optimized hierarchical models.
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