Achieving more human brain-like vision via human EEG representational alignment
ReAl = Representational Alignment
Train the models - "Train_ReAlnet.ipynb"
Load the models - "Load_ReAlnet.ipynb"
Conduct RSA - "RSA.ipynb"
Download our model weights from here:
https://drive.google.com/drive/folders/1KEsN83nPwUanBgO6a37CUkuK9EBSWpCw?usp=drive_link
Read our preprint here:
https://arxiv.org/abs/2401.17231
Please cite:
Lu, Z., Wang, Y., & Golomb, J. D. (2026). Achieving more human brain-like vision via human eeg representational alignment. Communications Biology. 9(463). https://doi.org/10.1038/s42003-026-09685-w
Lu, Z., & Wang, Y. (2025). Teaching CORnet human fMRI representations for enhanced model-brain alignment. Cognitive Neurodynamics, 19(1), 61. https://doi.org/10.1007/s11571-025-10252-y