SMorettini / CNNs-on-CHB-MIT
The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
☆107Updated last year
Alternatives and similar repositories for CNNs-on-CHB-MIT:
Users that are interested in CNNs-on-CHB-MIT are comparing it to the libraries listed below
- Machine learning on the CHB-MIT scalp EEG database☆28Updated 2 years ago
- This repository contains the trained deep learning models for the detection and prediction of Epileptic seizures.☆20Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆64Updated 3 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆15Updated 2 years ago
- Pytorch implementation of EEGNet.☆43Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆76Updated 7 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- ☆130Updated 2 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆38Updated 5 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆62Updated 5 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆37Updated last year
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆100Updated 5 years ago
- ☆73Updated 3 years ago
- Feature Extraction of Mental Load EEG signals☆54Updated 8 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆209Updated last month
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆89Updated 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…☆18Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- EEG Sleep stage classification using CNN with Keras☆154Updated 7 months ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆17Updated 3 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- A CNN + LSTM architecture to predict seizure from EEG data☆41Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆107Updated 4 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆51Updated 3 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆12Updated last year
- ☆43Updated 5 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆165Updated 2 years ago
- implementation of FBCSP algorithm☆25Updated 5 years ago