ecog

There are 4 repositories under ecog topic.

mne-python
mne-tools / mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
python neuroscience electroencephalography magnetoencephalography electrocorticography machine-learning statistics visualization eeg meg ecog neuroimaging
Language:Python 2547
fieldtrip / fieldtrip
The MATLAB toolbox for MEG, EEG and iEEG analysis
meg eeg ecog analysis matlab dipole beamformer statistics time-frequency connectivity brain neuroscience neuroimaging bids fieldtrip donders seeg ieeg
Language:MATLAB 804
braindecode / braindecode
Deep learning software to decode EEG, ECG or MEG signals
deep-learning ecog eeg electrocorticography electroencephalogram electroencephalography magnetoencephalography meg neuroimaging neuroscience python pytorch
Language:Python 695
sccn / eeglab
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
eeglab eeg brain electrophysiology eeg-preprocessing eeg-signals-processing biosignal ecg ecog eda hrv ieeg matlab meg neurophysiology spectral-analysis source-localization compiled octave
Language:MATLAB 535
fooof-tools / fooof
Parameterizing neural power spectra into periodic & aperiodic components.
electrophysiology oscillations power-spectral-density neuroscience local-field-potential eeg meg ecog lfp
Language:Python 340
openlists / ElectrophysiologyData
A list of openly available datasets in (mostly human) electrophysiology.
data open-data open-science research electrophysiology electrophysiological-data eeg meg ecog lfp
314
NeuroRA
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)
python-toolbox representation-similarity rsa neural-data eeg meg fmri ecog seeg fnirs electrophysiology representational-analysis stps isc decoding classification nps
Language:Python 150
openlists / ElectrophysiologySoftware
A list of openly available software tools for (mostly human) electrophysiology.
eeg meg electrophysiology software open-source open-science ecog lfp data-analysis list awesome-list
90
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.
eeg sleep electrocorticography ecog visualization wavelet periodogram
Language:Python 80
mschrimpf / neural-nlp
[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing
computational-neuroscience deep-learning ecog fmri human-language natural-language-processing neural-recording
Language:Jupyter Notebook 47
dipterix / threeBrain
3D Visualization of Brain MRI
brain ieeg ecog r neuroimaging electroencephalography mri-brain template-brains localization
Language:R 37
neuromodulation / py_neuromodulation
Real-time analysis of intracranial neurophysiology recordings.
python deep-brain-stimulation electrocorticography ecog dbs machine-learning real-time
Language:Python 36
syncopy
esi-neuroscience / syncopy
Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data
computational-neuroscience ecog analysis spectral-methods brain neuroscience systems-neuroscience
Language:Python 34
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.
ecog eeg decoding
Language:Jupyter Notebook 26
OscillationMethods / OscillationMethods
Methodological considerations for analyzing and interpreting neural oscillations.
neuroscience eeg meg neural-oscillations ecog digital-signal-processing spectral-parameterization cycle-by-cycle
Language:Jupyter Notebook 26
mortonne / aperture
Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains
eeg mvpa oscillations erp ecog meg matlab
Language:MATLAB 19
Irautak / FingerFlex
FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).
bci brain-computer-interface brain-decoding deep-learning ecog finger-movement neuroscience time-series
Language:Jupyter Notebook 18
ieeg-spatial-filters-ssd
nschawor / ieeg-spatial-filters-ssd
This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.
ieeg ecog seeg neural-oscillations electroencephalography electrocorticography stereoelectroencephalography
Language:Python 17
dipterix / three-brain-js
Javascript engine for 3D brain model (used by RAVE project)
ecog freesurfer ieeg mri mri-brain mri-images neuroscience seeg webgl2 electrode-localization nifti-viewer
Language:JavaScript 11
google / telluride_decoding
eeg meg ecog decoding brain audio perception attention
Language:Python 10
AperiodicMethods / AperiodicMethods
Evaluating methods for estimating aperiodic activity in electrophysiological data.
neuroscience simulations eeg meg ecog ieeg spectral-parameterization digital-signal-processing aperiodic-exponent time
Language:Jupyter Notebook 5
richardkoehler / pte
An open-source software package for working with electrophysiological data.
ecog lfp dbs ieeg machine-learning adbs
Language:Python 5
BouchardLab / process_nwb
Functions for preprocessing timeseries data stored in the NWB format
nwb-format ecog neuroscience data-analysis
Language:Python 4
seecogviewer / seecogviewer.github.io
3D visualization tool
visualization ieeg ecog seeg neuroimaging electrophysiology
Language:JavaScript 4
anjaliagarwal8 / ECoG_MotorImagery-NMA
ECoG Motor Imagery Classification and Analysis. (Neuromatch Academy Project)
ecog motor-imagery-classification neuromatch-academy
Language:Jupyter Notebook 3
captainjtx / CNELab
A Matlab software for Clinical Neural Engineering Laboratory.
matlab-gui signal-processing ecog eeg-signals meg visualization video montage annotations multithreaded undocumented java time-frequency spectral-analysis
Language:MATLAB 3
JuliaHealth / NeuroAnalyzer.jl
Toolbox for analyzing neurophysiological data in Julia
ecog eeg ieeg meg neuroscience nirs psychology seeg tdcs brain julia tacs tms trns
Language:Julia 3
ScepticaScientific / Data-Science
Time series analysis codes used in the company's data science projects.
data-science data-analysis data-analytics fractals dfa mf-dfa fractal-analysis multifractal-analysis coherence-analysis canonical-coherence coherence ecg ecog eeg wavelet-coherence multivariate-analysis
Language:Python 3
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
connectivity ecog oscillations intrinsic
Language:MATLAB 2
jingyunc / ntools_browser
Web-based Electrode Visualization
ecog freesurfer web-based-visualization xtk
Language:Jupyter Notebook 2
mostafapiran / My_Thesis
My research on the diagnosis of epilepsy based on brain signals as a master's thesis. (Deep Learning - ECoG - EEG)
deep-learning ecog eeg-analysis biomedical epilepsy epileptic-seizures seizure seizure-detection
Language:Jupyter Notebook 2
Naresh1318 / Synapse
A general purpose BCI platform designed to work with Neuralynx
brain-computer-interface eeg ieeg ecog
Language:MATLAB 2
richardkoehler / pte-decode
PTE Decode is an open-source software package for neural decoding.
machine-learning ieeg ecog lfp dbs adbs
Language:Python 2
niklasbrake / EEG_modelling
Code for simulating aperiodic EEG signals and detrending EEG spectra, as well as generating figures used in manuscript.
figure-generation neural-networks numerical-simulations publication-code spectral-analysis computational-neuroscience ecog electrophysiology lfp eeg
Language:MATLAB 1
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.
cognition ecog eeg experiment neuroscience stimuli timing
Language:C++ 1
uCat-System / uCat-Client-App
I am uCat, your brain implant assistant. I can help you speak and move again inside the Metaverse.
bci ecog llm neuralink nlp paralysis vr
Language:C# 1

ecog

mne-tools / mne-python

fieldtrip / fieldtrip

braindecode / braindecode

sccn / eeglab

fooof-tools / fooof

openlists / ElectrophysiologyData

ZitongLu1996 / NeuroRA

openlists / ElectrophysiologySoftware

wonambi-python / wonambi

mschrimpf / neural-nlp

dipterix / threeBrain

neuromodulation / py_neuromodulation

esi-neuroscience / syncopy

BruntonUWBio / HTNet_generalized_decoding

OscillationMethods / OscillationMethods

mortonne / aperture

Irautak / FingerFlex

nschawor / ieeg-spatial-filters-ssd

dipterix / three-brain-js

google / telluride_decoding

AperiodicMethods / AperiodicMethods

richardkoehler / pte

BouchardLab / process_nwb

seecogviewer / seecogviewer.github.io

anjaliagarwal8 / ECoG_MotorImagery-NMA

captainjtx / CNELab

JuliaHealth / NeuroAnalyzer.jl

ScepticaScientific / Data-Science

connectlab / PhC_vs_AmpC_ECoG_Mostame

jingyunc / ntools_browser

mostafapiran / My_Thesis

Naresh1318 / Synapse

richardkoehler / pte-decode

niklasbrake / EEG_modelling

orbitalhybridization / SimonForNeuro

uCat-System / uCat-Client-App