ecog 开源项目推荐（68 个）

mne-tools /mne-python

MNE：Python中的脑磁图（MEG）和脑电图（EEG）

braindecode /braindecode

用于解码 EEG、ECG 或 MEG 信号的深度学习软件

fieldtrip /fieldtrip

用于 MEG、EEG 和 iEEG 分析的 MATLAB 工具箱

sccn /eeglab

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

openlists /ElectrophysiologyData

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

ZitongLu1996 /NeuroRA

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

mne-tools /mne-cpp

MNE-CPP: The C++ framework for real-time functional brain imaging.

openlists /ElectrophysiologySoftware

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

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.

neuromodulation /py_neuromodulation

Real-time analysis of intracranial neurophysiology recordings.

mschrimpf /neural-nlp

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

esi-neuroscience /syncopy

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

dipterix /threeBrain

3D Visualization of Brain MRI

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

csinva /weight-space-programming-autoresearch

🧠 Let the agent write the weights, why not?

Irautak /FingerFlex

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

OscillationMethods /OscillationMethods

Methodological considerations for analyzing and interpreting neural oscillations.

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.

JuliaHealth /NeuroAnalyzer.jl

Julia toolbox for analyzing neurophysiological data

nschawor /ieeg-spatial-filters-ssd

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