@article{aperiodicandlowfrequencyspectralbiasinre, title = {Aperiodic and Low-Frequency Spectral Bias in Reconstruction based EEG Foundation Models}, author = {Aditya Kommineni and Emily Zhou and Kleanthis Avramidis and Simon Bock Segaard and Jeppe Roden Münster and Andreas Peter Juhl Hansen and Takfarinas Medani and Tiantian Feng and Richard Leahy and Shrikanth Narayanan}, year = {2026}, eprint = {2605.26434}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.26434}, }