MatthewK3023 / EEG-Classification
Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset
☆17Updated 4 years ago
Alternatives and similar repositories for EEG-Classification:
Users that are interested in EEG-Classification are comparing it to the libraries listed below
- Pytorch implementation of EEGNet.☆43Updated 2 years ago
- Feature extraction for EEG signals☆28Updated 4 years ago
- ☆28Updated 5 months ago
- 在 SEED 数据集上做 EEG 情绪识别☆107Updated 4 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆28Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆35Updated 5 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆66Updated 3 years ago
- ☆35Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆64Updated 3 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆51Updated 3 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆35Updated last year
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 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
- code for LMDA☆70Updated last year
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆37Updated last year
- 运动想象分类模型---ATCNet,源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆24Updated last year
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- ☆25Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆39Updated last month
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- ☆43Updated 5 years ago
- ☆73Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆27Updated 3 months ago
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆89Updated 2 years ago