NMF & FastICA

Rethinking LDA: moment matching for discrete ICA

ICA preprocessing & source localization for EEG. Please read wiki for detailed info:

Optimal Number of Independan Component Analisys

Process and analyse EEG brain signals using EEGlab

Convolutional Neural Netowork for Independent Component Classificaiton

Image signal analysis using Independent Componenet Analysis

Imperialist Competitive Algorithm (ICA) in MATLAB

Imperialist Competitive Algorithm Implementation

Inter-Subject Correlations (ISC) technique for analyzing neural data (EEG and MEG)

My work during the research internship "Automotive Control using Surface Electromyography" at The University of Tokyo, Jun.-Sep. 2020

Assess ICA-denoising impact on the analysis of the event related potential P300, for an Autism Spectrum Disorder BCI dataset. Reject different numbers of Independent Components and compare them to common noise sources of EEG acquisitions.

This repository contains the codes used for the following work: Liyan Song, Shuo Zhou, and Haiping Lu "Direct ICA on Data Tensor via Random Matrix Modeling"

Face Recognition using Independent Component Analysis (ICA)

General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)

General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)

ICA/PCA analysis of rats' LFP signals

Processing bioelectrical signals and medical images