fieldtrip/fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

Language: MATLAB - Size: 981 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 914 - Forks: 746

sccn/eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

Language: MATLAB - Size: 89.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 680 - Forks: 258

neuromodulation/py_neuromodulation

Real-time analysis of intracranial neurophysiology recordings.

Language: Python - Size: 326 MB - Last synced at: 2 days ago - Pushed at: 22 days ago - Stars: 55 - Forks: 16

mne-tools/mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

Language: Python - Size: 158 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 3,034 - Forks: 1,407

JuliaHealth/NeuroAnalyzer.jl

Julia toolbox for analyzing neurophysiological data

Language: Julia - Size: 200 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 17 - Forks: 4

fooof-tools/fooof

Parameterizing neural power spectra into periodic & aperiodic components.

Language: Python - Size: 202 MB - Last synced at: about 20 hours ago - Pushed at: 4 months ago - Stars: 398 - Forks: 107

braindecode/braindecode

Deep learning software to decode EEG, ECG or MEG signals

Language: Python - Size: 17.6 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 990 - Forks: 220

openlists/ElectrophysiologyData

A list of openly available datasets in (mostly human) electrophysiology.

Size: 253 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 465 - Forks: 78

wonambi-python/wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

Language: Python - Size: 3.05 MB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 92 - Forks: 20

Metaverse-Crowdsource/Complete-Neural-Signal-Analysis

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

Language: Jupyter Notebook - Size: 1.51 GB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 10

ZitongLu1996/NeuroRA

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

Language: Python - Size: 75.2 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 33

mohammadrezashahsavari/ECoG-Object-Recognition-Uncertainty

Characterizing the spatio-temporal evolution of categorical information in the human brain under sensory uncertainty. We analyze ECoG data from a visual categorization task (faces/houses in noise) to understand how the brain maintains robust object perception.

Language: Python - Size: 5.12 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

dipterix/threeBrain

3D Visualization of Brain MRI

Language: R - Size: 194 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 47 - Forks: 10

dipterix/three-brain-js

Javascript engine for 3D brain model (used by RAVE project)

Language: JavaScript - Size: 34 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 17 - Forks: 4

Naresh1318/Synapse

A general purpose BCI platform designed to work with Neuralynx

Language: MATLAB - Size: 369 KB - Last synced at: 5 days ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

OscillationMethods/OscillationMethods

Methodological considerations for analyzing and interpreting neural oscillations.

Language: Jupyter Notebook - Size: 9.91 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 10

esi-neuroscience/syncopy

Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

Language: Python - Size: 12 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 53 - Forks: 15

google/telluride_decoding

Language: Python - Size: 22.6 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 12

openlists/ElectrophysiologySoftware

A list of openly available software tools for (mostly human) electrophysiology.

Size: 84 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 111 - Forks: 20

Irautak/FingerFlex

FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 8

BouchardLab/process_nwb

Functions for preprocessing timeseries data stored in the NWB format

Language: Python - Size: 713 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 6

stepeter/naturalistic_arm_movements_ecog

Analysis of human behavioral and neural variability during naturalistic arm movements. Replicates the findings in our preprint: https://www.biorxiv.org/content/10.1101/2020.04.17.047357v2

Language: Jupyter Notebook - Size: 7.81 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 10

richardkoehler/pte

An open-source software package for working with electrophysiological data.

Language: Python - Size: 8.1 MB - Last synced at: 21 days ago - Pushed at: 7 months ago - Stars: 6 - Forks: 1

brainhack-school2024/abdo_project

BrainHack Polytechnique 2024 project on classifying movement types from EcoG data during movement execution and movement imagination.

Language: HTML - Size: 15 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

r-makarov/ecogy

Data and code for the research paper "Bone conducted responses in the neonatal rat auditory cortex" (Makarov et. al., 2021)

Language: Jupyter Notebook - Size: 60.8 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

mortonne/aperture

Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains

Language: MATLAB - Size: 8.22 MB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 5

jingyunc/ntools_browser

Web-based Electrode Visualization

Language: Jupyter Notebook - Size: 53.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 4

Cogitate-consortium/xnat-edf-fif-et-exporters

Backend scripts for the XNAT edf-fif-et importer plugin.

Language: Python - Size: 204 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AperiodicMethods/AperiodicMethods

Evaluating methods for estimating aperiodic activity in electrophysiological data.

Language: Jupyter Notebook - Size: 169 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

connectlab/PhC_vs_AmpC_ECoG_Mostame

Custom MATLAB code for Mostame et al. NeuroImage 2020 https://www.sciencedirect.com/science/article/pii/S1053811920305371?via%3Dihub

Language: MATLAB - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 2

uCat-App/uCat-Client-App

I am uCat, your brain implant assistant. I can help you speak and move again inside the Metaverse.

Language: C# - Size: 1.95 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ScepticaScientific/Data-Science

Time series analysis codes used in the company's data science projects.

Language: Python - Size: 3.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

richardkoehler/pte-decode

PTE Decode is an open-source software package for neural decoding.

Language: Python - Size: 271 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2

niklasbrake/EEG_modelling

Code for simulating aperiodic EEG signals and detrending EEG spectra, as well as generating figures used in manuscript.

Language: MATLAB - Size: 30.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

neuro-sam/uCat

Hi!👋😸I am uCat, your brain implant assistant. I can help you speak and move again; inside the metaverse.

Language: C# - Size: 1.85 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

mostafapiran/My_Thesis

My research on the diagnosis of epilepsy based on brain signals as a master's thesis. (Deep Learning - ECoG - EEG)

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

mschrimpf/neural-nlp

[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing

Language: Jupyter Notebook - Size: 762 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 41 - Forks: 16

anjaliagarwal8/ECoG_MotorImagery-NMA

ECoG Motor Imagery Classification and Analysis. (Neuromatch Academy Project)

Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

orbitalhybridization/SimonForNeuro

A Windows version of the Simon memory game, built in Unreal Engine 4 with and designed to characterize auditory and visual stimulus timings for potential use in neuroscience experiments.

Language: C++ - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

nschawor/ieeg-spatial-filters-ssd

This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.

Language: Python - Size: 41 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 5

gpiantoni/gridloc 📦

see GRIDGEN

Size: 24 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

captainjtx/CNELab

A Matlab software for Clinical Neural Engineering Laboratory.

Language: MATLAB - Size: 104 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

seecogviewer/seecogviewer.github.io

3D visualization tool

Language: JavaScript - Size: 31.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 3

chmendoza/cspwave

The codebase for a research project that uses common spatial patterns (CSP) filters to search for waveforms in epileptic Electrocorticographic (ECoG) signals that are discriminative of the preictal and interictal state.

Language: MATLAB - Size: 64.5 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

BruntonUWBio/HTNet_generalized_decoding

ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: https://doi.org/10.1088/1741-2552/abda0b.

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 9

ntoolsbrowser/ntoolsbrowser.github.io

Web-based visualization of ECoG data

Language: JavaScript - Size: 531 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 2

kushaangupta/spherical-drakarys

Visual working memory and workload components in ECoG during n-Back task

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

chmendoza/sikcsp

In this research project we used a shift-invariant k-means algorithm to learn a preictal and interictal codebook of prototypical waveforms that can be used to summarize the occurrence of recurrent waveforms and to classify between preictal and interictal segments. We use the common spatial patterns (CSP) method to spatially filter the multichannel ECoG segments before doing the waveform learning.

Language: Python - Size: 504 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Naresh1318/pegasus_cfg_file_generator

Language: HTML - Size: 11.7 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

pranka02/decoding_ECoG

Decoding the effect of specific stimuli on the high frequency and event-related potential ECoG activity of the brain, using machine learning and signal processing techniques.

Language: Jupyter Notebook - Size: 834 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1