robinboy-time

BCI-emotion-analysis-DREAMER

Emotion analysis on DREAMER dataset using various Deep Learning Techniques

AMIGOS

autoencoder_practice

AutoEncoder implements by keras. Including AE, DAE, DAE_CNN, VAE, VAE_CNN, CVAE, Sparse AE, Stacked DAE.

deap-eeg-classification

EEG-based emotion classification using DEAP dataset

deap_analysis

DEAP Dataset Analysis Code

Emotion-Recogniton-from-EEG-Signals

Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented various signal transforming algorithms like the DWT algorithm.

study