rivasd / eeglstmLinks
LSTM-based neural network system to predict EEG signals
☆29Updated 6 years ago
Alternatives and similar repositories for eeglstm
Users that are interested in eeglstm are comparing it to the libraries listed below
Sorting:
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆154Updated last year
- EEG motor imagery classification using convolutional neural networks☆39Updated 2 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- ☆44Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆90Updated 7 years ago
- The project is about applying CNNs to EEG data from CHB-MIT to predict seizure☆120Updated 2 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- A general matlab framework for EEG data classification☆49Updated 8 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆47Updated 2 years ago
- ☆74Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆139Updated last year
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆229Updated last year
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Indu…☆62Updated 3 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 2 months ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆43Updated 6 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- ☆36Updated 7 years 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…☆70Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆180Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆93Updated 7 years ago
- ☆22Updated 2 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆89Updated 4 years ago
- ☆21Updated 2 years ago
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago