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ica

Here are 84 public repositories matching this topic...

maartenmennes / ICA-AROMA

ICA-AROMA Software Package: a data-driven method to identify and remove head motion-related artefacts from functional MRI data.

python data-driven neuroimaging fsl artefacts removal ica

Updated Sep 27, 2020
Python

trendscenter / gift

Group ICA/IVA software (MATLAB)

matlab eeg pca analyze fmri ica iva group-analysis smri gifttoolbox nifti-gz nifti-2 nifti-1 group-pca

Updated Feb 25, 2022
MATLAB

sccn / ICLabel

Automatic EEG IC classification plugin for EEGLAB

matlab eeg classification matconvnet eeglab ica

Updated Feb 11, 2022
MATLAB

kayoyin / signal-processing

Repository that gathers code for signal processing

machine-learning signal-processing pca dimensionality-reduction data-processing nmf source-separation ica

Updated Dec 6, 2019
Python

trendscenter / fit

Fusion ICA Toolbox (MATLAB)

gene analysis matlab eeg pca cca fmri ica iva multi-modality mcca parallel-ica joint-ica

Updated Jan 30, 2022
MATLAB

Neurita / pypes

Reusable neuroimaging pipelines using nipype

pet neuroimaging plotting fmri preprocessing dti nipype ica

Updated May 28, 2019
Python

olafdimigen / OPTICAT

Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2010, NeuroImage)

reading eeg eye-tracking artifacts filtering eye-movements ica independent-component-analysis free-viewing ocular-artifact

Updated Mar 19, 2020
MATLAB

RicardoDominguez / EEG-analysis

Process and analyse EEG brain signals using EEGlab

matlab eeg eeglab ica

Updated Oct 20, 2018
MATLAB

voax / quizzer

🍻 A pub quiz web application built using the MERN stack with websockets for near real-time quiz action

redux nodejs mongo express reactjs websocket aim han quiz-game party-game mern-stack ica immer dwa quizzer pub-quiz

Updated Sep 29, 2021
JavaScript

karnigili / Computational-Neuroscience

Using computational tools to explore the networks underlying cognitive neuroscience

lstm fmri tutorial-code ica fmri-preprocessing fmri-analysis

Updated Jan 16, 2020
Jupyter Notebook

Alan-D-Chen / PCA_ICA_DEMO

Demo for PCA(Principal Component Analysis) & ICA(Independent Component Analysis) in data analysis in Python and image separation written in MATLAB

python3 pca data-analysis pycharm principal-component-analysis ica independent-component-analysis

Updated Nov 18, 2019
Python

Vasu7052 / Blind-Source-Seperation

A python based Machine Learning project that separates two sounds intermixed.

audio python machine-learning deep-learning machine-learning-algorithms pca unsupervised-learning blind-source-separation ica

Updated Apr 20, 2018
Python

marcromani / cocktail

A blind source separation package using non-negative matrix factorization and non-negative ICA

python pca-analysis pca principal-component-analysis nmf bss source-separation blind-source-separation ica non-negative-matrix-factorization independent-component-analysis nmf-decomposition

Updated May 31, 2021
Python

kashefy / mi2notes

My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin

hmm kde clustering som pca expectation-maximization lle mixture-model density-estimation ica kernel-pca

Updated Jan 15, 2022
TeX

petabi / petal-decomposition

Matrix decomposition algorithms including PCA (principal component analysis) and ICA (independent component analysis)

matrix decomposition pca dimensionality-reduction ica

Updated Jun 14, 2021
Rust

esra-polat / rPPG-heart-rate-estimation-traditional-method

matlab pos green ica rppg chrom iphys

Updated Sep 18, 2021
MATLAB

kevmtan / EEG-ICA-pipeline

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

eeg preprocessing ica source-localization

Updated Sep 4, 2016
MATLAB

ncaptier / stabilized-ica

This repository proposes a python implementation of a stabilized ICA algorithm

transcriptomics stabilization ica mutual-nearest-neighbors

Updated Mar 17, 2022
Python

lucapton / ICLabel-Dataset

Dataset for training EEG IC classifiers.

labels eeg dataset ics ica training-dataset iclabel-dataset

Updated Aug 29, 2021
Python

EnayatAria / ICA-based-band-selection-HSI

Independent component analysis for dimensionality reduction of hyperspectral images

ica independent-component-analysis band-selection hyperspectral-images

Updated Jan 6, 2020
Python

DouweHorsthuis / EEG_to_ERP_pipeline_stats_R

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

r statistics pipeline erp neuroscience eeg eeglab ica eeg-analysis mixed-effects-models biosemi epochs eeg-preprocessing cleaning-dataset eeg-pipeline erps ic-components

Updated Mar 1, 2022
MATLAB

Project-Automotive-Control-using-Surface-Electromyography

TRAN-Gia-Quoc-Bao / Project-Automotive-Control-using-Surface-Electromyography

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

deep-learning signal-processing adas ica knn-classification lstm-neural-network semg

Updated Jun 30, 2021
MATLAB

uchiiii / bss

工学博覧会 : 音源分離チーム

python signal-processing decomposition speaker-recognition audio-processing blind-source-separation ica unsupervised-machine-learning iva fdica ilrma

Updated Apr 20, 2020
Python

abbas-ezoji / shift-scheduling

A shift scheduling project that drieved from genetic algorithm

sql-server numpy pandas-dataframe genetic-algorithm python3 ica

Updated Mar 12, 2022
Python

ilkhem / iVAE

VAEs and nonlinear ICA: a unifying framework

Updated Jun 16, 2020
Python

ME-ICA / rica

Rica (Reports for ICA) provides an app to visualize ICA components and perform manual classification in an interactive way.

ica manual-classification

Updated Mar 18, 2022
JavaScript

tomsiemek / imperialistic-competitive-algorithm-visualisation

Visualisation of imperialistic competitive algorithm. Works in browser.

javascript heuristic-algorithm ica genetic-optimization-algorithm imperialistic-competitive-algorithm imperialist-competitive-algorithm

Updated Feb 12, 2020
JavaScript

AGhaderi / MNE-Preprocessing

MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.

python erp eeg mne signal preprocessing event-related-potentials mne-python ica independent-component-analysis eeg-preprocessing mne-preprocessing

Updated May 12, 2021
Jupyter Notebook

Face-Recognition

Sina-Baharlou / Face-Recognition

Face Recognition using Independent Component Analysis (ICA)

machine-learning matlab neural-networks pca face-recognition yale ann ica independent-component-analysis orl

Updated Sep 2, 2020
MATLAB

snayan06 / Dimensionality-Reduction-Technique-PCA-LDA-ICA-SVD

In this we are going to learn about how to impliment PCA algorithm which is useful for Dimentionality Reduction

pca dimensionality-reduction lda svd ica pca-algorithm kernal-pca

Updated Jun 22, 2020
Jupyter Notebook

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