FrankLeleChen

systole_detection

AMOSEast

Archive of Many Outdoor Scenes based in the East Coast at GWU

asympPDC

The asympPDC Package is a MATLAB and Octave package for Partial Directed Coherence (PDC) and Directed Transfer Function (DTF) estimation with asymptotic statistics, allied functions and routines for Granger Causality Test and results pretty plotting.

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning

brain_heart_psv_sdg

braindecode

Deep learning software to decode EEG, ECG or MEG signals

Cardiac_Motor_TMS_EEG

The experimental script and analysis code that were used for the ms, "Cardiac Activity Impacts Cortical Motor Excitability" can be found here.

CompPsychCourse_Zurich2022

Matlab code used in the practical tutorial on drift-diffusion models at TNU - Computational Psychiatry Course Zurich 2022.

course-content-dl

NMA deep learning course

CPP_PTB

a set of function to make it easier to create behavioral, EEG, fMRI experiment with psychtoolbox

cvxEDA

Algorithm for the analysis of electrodermal activity (EDA) using convex optimization

Deep-Learning-for-Beginners

Code Examples of "Deep Learning for Beginners"

EEG_preprocessing

expyriment

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

features-eeg

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

hctsa

Highly comparative time-series analysis

HMM-MAR

Toolbox for segmentation and characterisation of transient connectivity

HRV-ER-dataset_release

MachineLearning

Machine learning projects that span different subject areas from SVM to Deep Learning

MotorImag

Experiment in which participants imagined either a right or a left arm movement. Analysis of region-wise power and inter-regional MIM and statistical testing of these metrics in left vs. right condition.

pingouin

Statistical package in Python based on Pandas

Predicting_brain_age

Supplement code for my master thesis:Predicting brain age from neuroimaging using Machine Learning and Deep Learning

PsPM

A matlab suite for Psycho-Physiological Modelling

RainCloudPlots

Code and tutorials to visualise your data that is both beautiful *and* statistically valid

reilly-lab.github.io

Jamie's R Markdown Files

sleepecg

Sleep stage detection using ECG

stim_management_matlab

This is a set of functions meant to help with managing stimuli and data storage for psychology and cognitive neuroscience experiments created with Matlab based experiment presentation programs, such as Psychtoolbox and Cogent 2000.

tapas

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.