davidemiani / hgdecodeLinks
Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.
☆11Updated 6 years ago
Alternatives and similar repositories for hgdecode
Users that are interested in hgdecode are comparing it to the libraries listed below
Sorting:
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- ☆68Updated 6 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆133Updated last year
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Implementation of EEG signal classification.☆50Updated 9 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆165Updated 5 years ago
- ☆44Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆83Updated 3 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆51Updated 7 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated last month
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆44Updated last year
- An EEG dichotomy program file , using CSP and SVM.☆25Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- Python implemementation of the FBCSP algorithm☆32Updated last year
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆139Updated last month
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆226Updated last year
- 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…☆69Updated 2 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- ☆63Updated 2 years ago
- Matlab code for proccesing EEG signals.☆80Updated 7 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆45Updated last year
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆46Updated 2 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆326Updated 6 years ago
- implementation of FBCSP algorithm☆26Updated 6 years ago