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autoencoder_practice

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

bci-emotion-analysis-dreamer

Emotion analysis on DREAMER dataset using various Deep Learning Techniques

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.

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