Topic: eeg Goto Github
Some thing interesting about eeg
Some thing interesting about eeg
eeg,DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
User: akaraspt
eeg,Attention temporal convolutional network for EEG-based motor imagery classification
User: altaheri
Home Page: https://ieeexplore.ieee.org/document/9852687
eeg,A curated list of awesome neuroscience libraries, software and any content related to the domain.
User: analyticalmonk
Home Page: http://akashtandon.com/awesome-neuroscience/
eeg,Deep learning software to decode EEG, ECG or MEG signals
Organization: braindecode
Home Page: https://braindecode.org/
eeg,BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Organization: brainflow-dev
Home Page: https://brainflow.org/
eeg,Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology
Organization: brainstorm-tools
Home Page: http://neuroimage.usc.edu/brainstorm
eeg,A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse
User: curiositry
Home Page: http://autodidacts.io
eeg,An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
User: deepbci
eeg,EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
User: eeyhsong
eeg,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.
User: eeyhsong
eeg,[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
User: emadeldeen24
eeg,[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
User: emadeldeen24
Home Page: https://ieeexplore.ieee.org/document/9417097
eeg,[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
User: emadeldeen24
eeg,Example with Cortex V2/V3 API
Organization: emotiv
Home Page: https://emotiv.com
eeg,The MATLAB toolbox for MEG, EEG and iEEG analysis
Organization: fieldtrip
Home Page: http://www.fieldtriptoolbox.org
eeg,Parameterizing neural power spectra into periodic & aperiodic components.
Organization: fooof-tools
Home Page: https://fooof-tools.github.io/
eeg,Python + EEG/MEG = PyEEG
User: forrestbao
eeg,Open-Source Brain-Computer Interface, ADS1299 and STM32
User: ildaron
eeg,Deep Learning with Tensor Flow for EEG MNE Epoch Objects
User: kylemath
eeg,Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
User: kylemath
Home Page: http://eegedu.com
eeg,python implementations of Analyzing Neural Time Series Textbook
User: lyndond
eeg,A unified multi-task time series model.
Organization: mims-harvard
Home Page: https://zitniklab.hms.harvard.edu/projects/UniTS/
eeg,MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Organization: mne-tools
Home Page: https://mne.tools
eeg,SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
User: mousavisajad
eeg,🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
User: nbara
Home Page: https://nbara.github.io/python-meegkit/
eeg,NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Organization: neuropsychology
Home Page: https://neuropsychology.github.io/NeuroKit
eeg,A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Organization: neuropsychology
Home Page: http://neurokit.rtfd.io
eeg,CS198-96: Intro to Neurotechnology @ UC Berkeley
Organization: neurotech-berkeley
eeg,Interactive neuroscience tutorial app using Muse and React Native to teach EEG and BCI basics.
Organization: neurotechx
eeg,Mother of All BCI Benchmarks
Organization: neurotechx
Home Page: https://neurotechx.github.io/moabb/
eeg,A list of openly available datasets in (mostly human) electrophysiology.
Organization: openlists
eeg,A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
User: pbashivan
eeg,Open-Source board for converting RaspberryPI to Brain-computer interface
Organization: pi-eeg
eeg,:bar_chart: EEG signal processing and machine learning in JavaScript
User: pwstegman
Home Page: https://bci.js.org
eeg,Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Organization: pyriemann
Home Page: https://pyriemann.readthedocs.io
eeg,AntroPy: entropy and complexity of (EEG) time-series in Python
User: raphaelvallat
Home Page: https://raphaelvallat.com/antropy/
eeg,EntroPy: complexity of time-series in Python (DEPRECATED)
User: raphaelvallat
Home Page: https://raphaelvallat.com/entropy/
eeg,EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
Organization: sccn
Home Page: https://eeglab.ucsd.edu/
eeg,EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow
User: superbrucejia
Home Page: https://iopscience.iop.org/article/10.1088/1741-2552/ab4af6/meta
eeg,The programming interface for your body and mind
Organization: timeflux
Home Page: https://timeflux.io
eeg,Outdated, see new https://github.com/braindecode/braindecode
Organization: tntlfreiburg
eeg,TAPAS - Translational Algorithms for Psychiatry-Advancing Science
Organization: translationalneuromodeling
Home Page: https://translationalneuromodeling.github.io/tapas/
eeg,BioAmp EXG Pill is a small and elegant Analog Front End (AFE) board for BioPotential signal acquisition.
Organization: upsidedownlabs
Home Page: https://www.crowdsupply.com/upside-down-labs/bioamp-exg-pill
eeg,Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
User: urish
Home Page: https://medium.com/@urish/reactive-brain-waves-af07864bb7d4
eeg,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
User: vlawhern
eeg,Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
User: xiangzhang1015
eeg,This is my reading list for my PhD in AI, NLP, Deep Learning and more.
User: zhongpeixiang
eeg,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)
User: zitonglu1996
Home Page: https://zitonglu1996.github.io/NeuroRA/
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