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cs.CV2025
BrainMCLIP: Brain Image Decoding with Multi-Layer feature Fusion of CLIP
Tian Xia, Zihan Ma, Xinlong Wang +4
Decoding images from fMRI often involves mapping brain activity to CLIP's final semantic layer. To capture finer visual details, many approaches add a parameter-intensive VAE-based…
cs.CV2025
Uncovering Brain-Like Hierarchical Patterns in Vision-Language Models through fMRI-Based Neural Encoding
Yudan Ren, Xinlong Wang, Kexin Wang +6
While brain-inspired artificial intelligence(AI) has demonstrated promising results, current understanding of the parallels between artificial neural networks (ANNs) and human brai…