spolsley / common-spatial-patterns
General CSP algorithm implementation for spatial filter construction
☆31Updated 5 years ago
Alternatives and similar repositories for common-spatial-patterns:
Users that are interested in common-spatial-patterns are comparing it to the libraries listed below
- Moved to https://github.com/TNTLFreiburg/braindecode!☆62Updated 4 years ago
- ☆43Updated 6 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆25Updated 3 years ago
- implementation of FBCSP algorithm☆25Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Linear discriminant analysis on EEG Motor Movement/Imagery Dataset: https://www.physionet.org/pn4/eegmmidb/☆15Updated 6 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆51Updated 7 years ago
- Implementation of EEG signal classification.☆50Updated 8 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆44Updated 2 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆68Updated 10 months ago
- ☆73Updated 2 years ago
- Python implemementation of the FBCSP algorithm☆32Updated 10 months ago
- ☆68Updated 6 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 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 …☆132Updated 6 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 8 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Updated 2 years 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…☆42Updated 6 years ago
- ☆22Updated 2 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆43Updated last year
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆20Updated 5 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆65Updated last month
- Matlab code for proccesing EEG signals.☆80Updated 6 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆61Updated 2 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆83Updated last month
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago