Popular GitHub Repositories for Physiological Signals

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-based LSTM network

[CHIL 2024] Interpretation of Intracardiac Electrograms Through Textual Representations

A research project which uses GNN to analyze physiological signals.

A proof-of-concept for an adaptive sampling method to collect emotions in the wild.