Pinned Repositories
A-SIMPLE-TUTORIAL-TO-START-WITH-FUNCTIONAL-NETWORKS.
Here we are! The main idea is to who how we can build up a functional brain network from a EEG recording database, then visualize some network features in the brain network. So let's star! (Since v. R2015b and henceforth)
AI-Change-face-in-the-video
将视频中的人脸更换为指定照片中的人脸，并且输出视频。
ALSPAC-BMI-Mixture-model-
Statistical code from the paper "Distinct body mass index trajectories to young-adulthood obesity and their different cardiometabolic consequences"
AMOSEast
Archive of Many Outdoor Scenes based in the East Coast at GWU
ANTS_youtube_videos
The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.
AppliedStatisticsForNeuroscience
Materials for UC Berkeley Neuroscience 299
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.
ENIGMA-Wrapper-Scripts
fieldtrip_restingState
resting-state analysis pipeline for EEG data
systole_detection
FrankLeleChen's Repositories
FrankLeleChen/systole_detection
FrankLeleChen/AMOSEast
Archive of Many Outdoor Scenes based in the East Coast at GWU
FrankLeleChen/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.
FrankLeleChen/beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
FrankLeleChen/brain_heart_psv_sdg
FrankLeleChen/braindecode
Deep learning software to decode EEG, ECG or MEG signals
FrankLeleChen/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.
FrankLeleChen/CompPsychCourse_Zurich2022
Matlab code used in the practical tutorial on drift-diffusion models at TNU - Computational Psychiatry Course Zurich 2022.
FrankLeleChen/course-content-dl
NMA deep learning course
FrankLeleChen/CPP_PTB
a set of function to make it easier to create behavioral, EEG, fMRI experiment with psychtoolbox
FrankLeleChen/cvxEDA
Algorithm for the analysis of electrodermal activity (EDA) using convex optimization
FrankLeleChen/Deep-Learning-for-Beginners
Code Examples of "Deep Learning for Beginners"
FrankLeleChen/EEG_preprocessing
FrankLeleChen/expyriment
Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments
FrankLeleChen/features-eeg
FrankLeleChen/gans
Generative Adversarial Networks implemented in PyTorch and Tensorflow
FrankLeleChen/hctsa
Highly comparative time-series analysis
FrankLeleChen/HMM-MAR
Toolbox for segmentation and characterisation of transient connectivity
FrankLeleChen/HRV-ER-dataset_release
FrankLeleChen/MachineLearning
Machine learning projects that span different subject areas from SVM to Deep Learning
FrankLeleChen/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.
FrankLeleChen/pingouin
Statistical package in Python based on Pandas
FrankLeleChen/Predicting_brain_age
Supplement code for my master thesis:Predicting brain age from neuroimaging using Machine Learning and Deep Learning
FrankLeleChen/PsPM
A matlab suite for Psycho-Physiological Modelling
FrankLeleChen/RainCloudPlots
Code and tutorials to visualise your data that is both beautiful *and* statistically valid
FrankLeleChen/reilly-lab.github.io
Jamie's R Markdown Files
FrankLeleChen/sleepecg
Sleep stage detection using ECG
FrankLeleChen/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.
FrankLeleChen/tapas
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
FrankLeleChen/yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.