neuromarket,github

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

braindecode

Deep learning software to decode EEG or MEG signals

drishti

Real time eye tracking for embedded and mobile devices.

eeg

PyTorch EEG emotion analysis using DEAP dataset

eeg-based-emotion-analysis-using-deap-dataset-for-supervised-machine-learning

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.

eeg-emotion-api

API for Synap.ai's EEG emotion analyzer

eeg-emotion-recognition-domain-subject-adaptation

EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset

eeg-real-time-acquisition-and-power-spectrum-and-coherence-analysis

These files contemplate my scientific initiation project in digital signal processing. In this project I developed a BCI in Python using Ultracortex "Mark IV" EEG system from OpenBCI and I proposed a non-parametric analysis of data during stress tasks (Montreal and Stroop) through Welch's power spectrum and coherence estimator.

eeg-stressmeter

eeg-system

A combination of a python GUI, ESP8266/arduino code and a PCB design to create a system for acquisition of biological signals

eeg_emotion_classifier_deap

EEG Emotion classification using the DEAP pre-processed data

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

elephant

Elephant is the Electrophysiology Analysis Toolkit

emotion-recognition

Emotion recognition using DEAP dataset，GSR。

emotion-recognition-by-deap-dataset

Repo for final year project

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.