How it works

Three steps from EEG recording to clinical-grade risk assessment.

01: Connect the EEG device

Pair the ESP32 + BioAmp EXG Pill with your phone over Bluetooth Low Energy. Dry electrodes mean no gel prep: place, pair, and go. The full setup takes under two minutes.

02: Record EEG signals

Capture single-channel EEG at 256 Hz. The pipeline extracts delta, theta, alpha, beta and gamma band powers, spectral entropy, Hjorth parameters and peak alpha frequency in real time, with live signal-quality feedback.

03: Get the AI risk assessment

A shared Conv1D-LSTM network with attention-weighted aggregation scores one 30-second window (7500 samples) and returns continuous risk scores (0–1) for Schizophrenia and Alzheimer’s Disease, simultaneously, in under three minutes.