Myeong-Ju Cho

Continuous-Latent Predictive Modeling with Semantic Alignment for EEG-Language Foundation Models

This work proposes Brain Latent Predictive Model (BLPM), an EEG-language foundation model that reformulates heterogeneous EEG decoding tasks as a continuous semantic embedding prediction problem, establishing continuous latent semantic prediction as an effective paradigm for EEG-language foundation models.