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647 search results found
Mne Python
⭐
2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Eeg Datasets
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1,703
A list of all public EEG-datasets
Neurokit
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1,254
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Brainflow
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1,138
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Awesome Bci
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990
Curated Collection of BCI resources
Awesome Neuroscience
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974
A curated list of awesome neuroscience libraries, software and any content related to the domain.
Eegwithraspberrypi
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838
Open-Source board for converting RaspberryPI to Brain-computer interface
Fieldtrip
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782
The MATLAB toolbox for MEG, EEG and iEEG analysis
Braindecode
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638
Deep learning software to decode EEG, ECG or MEG signals
Arl Eegmodels
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622
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
Pyriemann
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574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Moabb
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546
Mother of All BCI Benchmarks
Eeglearn
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518
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
Eeglab
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511
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
Muse Lsl
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488
Python script to stream EEG data from the muse 2016 headset
Open Computational Neuroscience Resources
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481
A publicly-editable collection of open computational neuroscience resources
Ironbci
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443
Open-Source Brain-Computer Interface, ADS1299 and STM32
Emokit
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437
Open source driver for accessing raw data from the Emotiv EPOC EEG headset
Brain
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420
Arduino library for reading Neurosky EEG brainwave data. (Tested with the MindFlex and Force Trainer toys.)
Yasa
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365
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
Deepsleepnet
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347
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Brainstorm3
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340
Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology
Deep Bci
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338
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
Electrophysiologydata
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327
A list of openly available datasets in (mostly human) electrophysiology.
Neurotech Course
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312
CS198-96: Intro to Neurotechnology @ UC Berkeley
Fooof
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307
Parameterizing neural power spectra into periodic & aperiodic components.
Eegsynth
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294
Converting real-time EEG into sounds, music and visual effects
Ultracortex
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281
Files related to the ultracortex, the OpenBCI 3D-printable EEG headset currently under development
Neurokit.py
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253
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Ts Tcc
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226
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
Eeg Conformer
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222
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
Recursos Neuro
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215
Repositorio con recursos de Neurociencia Cognitiva y computacional con amplitud temática.
Mnelab
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212
MNELAB – a GUI for MNE
Muse Js
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210
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
Antropy
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203
AntroPy: entropy and complexity of (EEG) time-series in Python
Eeg 101
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200
Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.
Collection
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198
Collection of Hyperdimensional Computing Projects
Tapas
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194
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
Python Mindwave
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187
Python scripts to interface with the Neurosky Mindwave EEG Headset
Braingrapher
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184
Processing-based visualizer for NeuroSky EEG brainwave data output from the Arduino Brain library.
Bioamp Exg Pill
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181
BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
Eeg Notebooks_v0.1
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181
Previous version of eeg-notebooks
Deepeeg
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180
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
Grasp And Lift Eeg Challenge
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179
Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge
Eegedu
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152
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
Timeflux
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150
The programming interface for your body and mind
Python Meegkit
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149
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
Eegrunt
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147
A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
Pyeeg
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146
Python + EEG/MEG = PyEEG
Bci Challenge Ner 2015
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144
Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge
Mne Cpp
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143
MNE-CPP: A Framework for Electrophysiology
Bluemuse
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142
Windows 10 app to stream data from Muse EEG headsets via LSL (Lab Streaming Layer).
Cloudbrain
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133
Platform for real-time wearables data analysis -- like EEG or ECG.
Autoreject
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132
Automated rejection and repair of bad trials/sensors in M/EEG
Neurora
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130
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)
Cykit
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128
Python 3x server to deliver neural EEG data to browser and generic clients via TCP stream.
Analyzing_neural_time_series
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124
python implementations of Analyzing Neural Time Series Textbook
Eeg Motor Imagery Classification Cnns Tensorflow
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118
EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
Attnsleep
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113
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
Bcipy
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113
Python Brain-Computer Interface Software
Mne Bids
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110
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
Ai Nlp Paper Readings
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107
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
Sleepeegnet
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106
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
Pyprep
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106
A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
Trca Ssvep
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105
Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed brain-computer interface (BCI).
Bci.js
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104
📊 EEG signal processing and machine learning in JavaScript
Sigviewer
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101
SigViewer is a viewing application for biosignals.
Python Emotiv
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100
A Python module to access Emotiv EPOC EEG headset on Linux.
Eeg Atcnet
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100
Attention temporal convolutional network for EEG-based motor imagery classification
Eeg Pipes
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96
Digital signal processing utilities as RxJS operators for working with EEG data in Node and the Browser
Eegutils
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94
An R package for processing and plotting of electroencephalography (EEG) data
Studio
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91
neuromore Studio is your all-in-one biofeedback suite
Eegraph
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91
EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
Eeg Classification
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91
This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.
Neuroscience_tutorials
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90
Some tutorials for students of neuroscience
Electrophysiologysoftware
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89
A list of openly available software tools for (mostly human) electrophysiology.
Dyconnmap
⭐
89
A dynamic connectome mapping module in python.
Autosleepscorer
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86
An open-source sleep stage classification Python package
Hitchhackers_guide_brain
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86
A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG
Automagic
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85
Automagic
Dl Eeg Review
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83
Supplementary material for systematic literature review on deep learning and EEG.
Eegtools
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83
Collection of Python modules for EEG analysis. Includes EDF+ and BDF loaders, scalp plots and commonly used spatial filters.
Openmiir
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81
a public domain dataset of EEG recordings for music imagery information retrieval
Brain Monitor
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81
A terminal app written in Node.js to monitor brain signals in real-time
Openbci Dashboard
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80
A fullstack javascript app for capturing and visualizing OpenBCI EEG data
Eeg Transformer
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79
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
Deep Learning For Bci
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78
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
Adatime
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77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
Pbrain
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77
Python EEG and ECoG analysis software by John Hunter et al
Mne Icalabel
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76
Automatic labeling of ICA components in Python.
Tinysleepnet
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76
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
Hnn
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73
The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on circuit mechanisms underlying EEG/MEG data.
Openmeeg
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70
A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.
Kaggle Grasp And Lift
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70
Code for Kaggle EEG Detection competition
Automaticanalysis
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70
Automatic Analysis (aa)
Wits
⭐
69
A Node.js library that reads your mind with Emotiv EPOC EEG headset
Machine Learning Course Projects
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68
Including some machine learning and artificial intellegent examples
Wonambi
⭐
66
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.
Eegnet
⭐
64
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
Related Searches
Python Eeg (569)
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