CaMBRAIN: Real-time, Continuous EEG Inference with Causal State Space Models 事件

CaMBRAIN: Real-time, Continuous EEG Inference with Causal State Space Models arXiv:2605.28792v1 Announce Type: new Abstract: Electroencephalography (EEG) is a critical, non-invasive method to monitor electrical brain activity. EEGs can span anywhere from a couple seconds to multiple hours, posing a major hurdle for existing deep learning methods due to two major factors: (1) existing EEG models are predominantly built upon the attention mechanism, incurring quadratic scaling as the sequence len