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
- BCI Competition IV dataset 2a☆30Updated 6 years ago
- ☆68Updated 6 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 3 months ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆80Updated 7 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆46Updated last year
- ☆45Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆143Updated last year
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 3 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 …☆147Updated 3 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- ☆36Updated 5 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- implementation of FBCSP algorithm☆26Updated 6 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Updated 5 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆48Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆40Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆96Updated 2 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- EEG-based emotion classification using DEAP dataset☆153Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆232Updated last year
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆211Updated 2 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆158Updated 2 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆83Updated 4 years ago
- ☆30Updated 3 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
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Updated 7 years ago