MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
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Updated
Jul 9, 2022 - Python
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MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
A curated list of awesome neuroscience libraries, software and any content related to the domain.
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
The MATLAB toolbox for MEG, EEG and iEEG analysis
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
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
Open-Source Brain-Computer Interface, ADS1299 and STM32
Open-Source board for converting RaspberryPI to Brain-computer interface
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
Mother of All BCI Benchmarks
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Outdated, see new https://github.com/braindecode/braindecode
Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
CS198-96: Intro to Neurotechnology @ UC Berkeley
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
Parameterizing neural power spectra into periodic & aperiodic components.
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
A list of openly available datasets in (mostly human) electrophysiology.
A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
EntroPy: complexity of time-series in Python (DEPRECATED)
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
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it should be possible to write smth like:
Inside board class currently these is
std::map<int, Streamer *> streamers;need to convert it to smth likestd::map<int, std::vector<Streamer *>> streamers;inthere represents preset