Understanding Brain Activity and Building Brain-inspired Intelligence

EEG / Brain Activity / Biosignals / Brain-inspired Intelligence

EEGなどの生体信号を解析し、脳の情報処理や認知のしくみを理解する。その知見をAIに取り入れ、脳に学ぶ次世代知能システムの実現を目指す。

OUR APPROACH

計測 → 解析 → 理解 → AIへの応用

01 – Measure

EEG / ECG / EOG / ExG / Biosignal Sensors

02 – Analyze

Representation /Foundation Model

03 – Understand

Cognition / Arousal / Fatigue / Sleep

04 – Apply

Brain-inspired AI / Foundation Models

EEG-based Brain-State Understanding

From Brain Signals to Cognitive and Physiological State Estimation

EEG信号から覚醒・集中・疲労・睡眠などの認知・生理状態を推定し、Brain–Computer Interfaceなどの応用へ展開する。

Examples of EEG-based analysis for resting states, cognitive load, fatigue, sleep, and brain–computer interaction.