@misc{indiciae06a62abb80dc, title = {Representation, Alignment, and Generation: A Comprehensive Survey of Foundation Models for Non-Invasive Brain Decoding}, author = {Wang, Y. and Wang, S. and Zhang, Y. and Du, C. and Fan, C. and Li, D. and Zhou, H. and Zhang, H. and Li, J. and Liu, Q. and Huang, W. and Lu, Y. and Chen, Z. and Sun, J.}, year = {2025}, doi = {10.64898/2025.11.30.691403}, url = {https://www.biorxiv.org/content/10.64898/2025.11.30.691403v1}, note = {Source identifier: 10.64898/2025.11.30.691403} }