CNN-for-EEG-classification / CNN-EEG
Applying Convolutional Neural Networks to EEG signal Analysis
☆31Updated 3 years ago
Alternatives and similar repositories for CNN-EEG:
Users that are interested in CNN-EEG are comparing it to the libraries listed below
- Generate statistical features from Electroencephalographic data☆86Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆47Updated 5 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆39Updated last month
- Youtube codes☆25Updated last year
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆48Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆29Updated 4 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆62Updated 5 months ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆38Updated 5 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆156Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆70Updated 8 months ago
- EEG-based emotion classification using DEAP dataset☆125Updated last year
- ☆40Updated 4 years 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…☆109Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆76Updated 7 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- ☆103Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆64Updated 3 years ago
- Pytorch implementation of EEGNet.☆43Updated 2 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆137Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆64Updated 2 years ago
- This repository contains the code for emotion recognition using wavelet transform and svm classifiers' rbf kernel.☆34Updated last year
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆66Updated 6 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆165Updated 2 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆28Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆209Updated last month
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆23Updated 10 months ago