ClarenceKe's repositories
BeamformerSourceImaging
Brainstorm plug-ins for MEG and EEG source imaging, including (1) maximum contrast beamformer (MCB) for the use in localization of brain sources, (2) spatiotemporal imaging of linearly-related source components (SILSC) for the use in identification of sources linearly correlated to the activity of a seed, and (3) beamformer-based imaging of phase-amplitude coupling (BIPAC) for the use in identification of sources coupled to seed activity.
ggplot2
An implementation of the Grammar of Graphics in R
HyPyP
The Hyperscanning Python Pipeline
ADAM
the Amsterdam Decoding And Modeling (ADAM) toolbox
SeqSleepNet
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
fooof
Parameterizing neural power spectra into periodic & aperiodic components.
TRCA-SSVEP
Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed brain-computer interface (BCI).
RMVB
RMVB Codes and Simulation Examples. Codes for the robust minimum variance beamformer (RMVB) algorithm with simulation examples
FAST-IRES
An Electromagnetic Source Imaging Algorithm for Estimating Extended Brain Sources and Large-scale Networks
MEKT
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)
mat_py_mat
Examples and tooling for using FOOOF within a Matlab workflow.
fooof_mat
A Matlab wrapper for FOOOF.
CoSMoMVPA
A lightweight multivariate pattern analysis (MVPA) toolbox in Matlab / Octave
Gumbel-Channel-Selection
Perform EEG Channel selection with Gumbel-softmax
PPNN
Code for paper: A Phase Preservation Neural Network for EEG Classification in RSVP Task
HDCA
Hierarchical Discriminant Component Analysis for EEG-based brain-computer interfaces
arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
spectral_slopes_reliability
Dataset and code for comparing different methods of estimating the slope of the EEG power spectrum at rest and during a motor task.
MVPA-in-Python
Implementation of Multivariate Pattern Analysis Methods for EEG & MEG Signals in Python to Study the Brain Function in Visual Perception
EEG-Datasets
A list of all public EEG-datasets
PsychoPyParadigms
Experimental Paradigms written for PsychoPy
notBoxPlot
plots things that are not boxplots
PyMVPA
MultiVariate Pattern Analysis in Python
rASRMatlab
A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.
sleep_transfer_learning
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
OpenMATB
OpenMATB: A Multi-Attribute Task Battery promoting task customization, software extendability and experiment replicability
EEGLearn
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
MultiSource_Beamformer
Multiple Constrained Minimum Variance (MCMV) beamformer