Article

BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation

2024-10-31

Abstract excerpt

The human brain efficiently represents visual inputs through specialized neural populations that selectively respond to specific categories. Advancements in generative modeling have enabled data-driven discovery of neural selectivity using brain-optimized image synthesis. However, current methods independently generate one sample at a time, without enforcing structural constraints on the generations; thus, these i...

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Literature Corpus work: 9361cd98-0325-5227-84d5-07a1c7bfbdd6
DOI: 10.1101/2024.10.29.620889

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