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coastsunny's Projects

asymppdc icon asymppdc

Matlab/octave code for all three forms of partial directed coherence (PDC) and directed transfer function (DTF)with asymptotic statistics for null hypothesis testing for multivariate single-segment analysis of connectivity..

awesome-deepbio icon awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

bct icon bct

An unofficial github repository for the Brain Connectivity Toolbox

beamformersourceimaging icon 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.

braincnn icon braincnn

Predicting neuro-development scores using deep convolutional neural networks on brain network graphs

braincnn_vis icon braincnn_vis

Visualization method for Convolutional Neural Networks on Graphs for functional connectivity

braindecode icon braindecode

A deep learning toolbox to decode raw time-domain EEG.

brainscanner icon brainscanner

Real-time EEG source localization based on Smarting mBrainTrain EEG headset and implemented in Matlab.

brvb icon brvb

Backward Renormalization Priors and the Cortical Source Localization Problem with EEG or MEG

bsclassify icon bsclassify

Wrapper functions for electrophysiological data classification in MATLAB.

bst-users icon bst-users

Scripts and data shared by Brainstorm users

cameg icon cameg

Connectivity analysis of MEG data

cnn_graph icon cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

computational-neuroscience icon computational-neuroscience

Computational NeuroScience is a rigorous 8-week course in Coursera from University of Washington that focus on basic computational techniques for analyzing, modelling and understanding the behaviour of cells and circuits in the brain.

conpy icon conpy

Power mapping and functional connectivity using DICS

cosmo2017 icon cosmo2017

Repo for Computational and Sensorimotor Neuroscience (CoSMo) 2017

ctap icon ctap

Computational Testing for Automated Preprocessing - a Matlab toolbox extending EEGLAB functionality for batch processing of EEG

dal icon dal

Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning

dataanabook icon dataanabook

MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'

dbs_v0.1_old icon dbs_v0.1_old

Paper: Degree-based statistic (DBS) and center persistency (CP) for brain connectivity analysis (2016) Human Brain Mapping

dti2eeg icon dti2eeg

Modeling Functional Brain Connectivity: from DTI to EEG

dyfunconn icon dyfunconn

A dynamic functional connectivity module in python.

eeg icon eeg

PyTorch EEG emotion analysis using DEAP dataset

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