jordan-bird / eeg-feature-generation
Generate statistical features from Electroencephalographic data
☆89Updated 2 years ago
Alternatives and similar repositories for eeg-feature-generation:
Users that are interested in eeg-feature-generation are comparing it to the libraries listed below
- ☆105Updated 6 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆144Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆73Updated 11 months ago
- EEG-based emotion classification using DEAP dataset☆138Updated 2 years ago
- Youtube codes☆26Updated last year
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆220Updated 11 months ago
- Deep learning model for EEG artifact removal☆70Updated 2 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆65Updated 9 months ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆62Updated 4 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆92Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆83Updated 7 years ago
- Applying Convolutional Neural Networks to EEG signal Analysis☆35Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆43Updated 5 months ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆115Updated 4 years ago
- Feature Extraction of Mental Load EEG signals☆56Updated 8 years ago
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆30Updated 4 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆62Updated 2 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 8 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆68Updated 10 months ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- EEG Emotion classification using the DEAP pre-processed data☆145Updated 6 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆35Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆88Updated 4 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆127Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆171Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆70Updated 9 months ago