Category-aware EEG image generation based on wavelet transform and contrast semantic loss

Enshang Zhang, Zhicheng Zhang, Takashi Hanakawa

Reconstructing visual stimuli from EEG signals is a crucial step in realizing brain-computer interfaces. In this paper, we propose a transformer-based EEG signal encoder integratin…