embneural / Cascade-xDAWN-EEGNet-for-ERP-DetectionLinks
Cascade xDAWN EEGNet for ERP detection
☆15Updated last year
Alternatives and similar repositories for Cascade-xDAWN-EEGNet-for-ERP-Detection
Users that are interested in Cascade-xDAWN-EEGNet-for-ERP-Detection are comparing it to the libraries listed below
Sorting:
- Emotion Recognition using ML methods on the SEED dataset☆22Updated 6 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆122Updated 5 years ago
- Spatial-Temporal Discriminant Analysis (STDA), Shrinkage Linear discriminant analysis (SKLDA), Hierarchical discriminant component analy…☆15Updated 10 months ago
- This is source code provided for replication of SSVEPNet☆42Updated 3 weeks ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆316Updated 2 months ago
- code for LMDA☆87Updated 2 years ago
- Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)☆52Updated last year
- An EEG dichotomy program file , using CSP and SVM.☆27Updated 5 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆64Updated 4 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆84Updated last year
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Updated last year
- Pytorch implementation of EEGNet.☆52Updated 3 years ago
- Including some machine learning and artificial intellegent examples☆94Updated 10 months ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆72Updated 2 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆332Updated 2 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆60Updated 3 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆139Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆91Updated 3 years ago
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Updated 2 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 9 months ago
- 常见SSVEP信号处理算法（以空间 滤波器为主）☆55Updated 10 months ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- EEG-based emotion classification using DEAP dataset☆157Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆78Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆83Updated 4 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Updated 3 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆83Updated 5 years ago