Topic: brain-computer-interface Goto Github
Some thing interesting about brain-computer-interface
Some thing interesting about brain-computer-interface
brain-computer-interface,[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
User: aliasvishnu
brain-computer-interface, A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430
User: ambitious-octopus
brain-computer-interface,Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
User: atonkamanda
brain-computer-interface,A Python Library for Implementing Human-Computer Interface Experiments
Organization: axopy
Home Page: https://axopy.readthedocs.io
brain-computer-interface,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/
brain-computer-interface,Python Brain-Computer Interface Software
Organization: cambi-tech
Home Page: https://bcipy.github.io
brain-computer-interface,Blackrock Microsystems Cerebus Link for Neural Signal Processing
Organization: cerebusoss
brain-computer-interface,PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware
Organization: combra-lab
brain-computer-interface,Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2021, submitted."
User: drwuhust
brain-computer-interface,Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox
User: esiseraj
Home Page: https://arxiv.org/pdf/1610.02249v4.pdf
brain-computer-interface,Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper
User: high-east
brain-computer-interface,Deep Learning pipeline for motor-imagery classification.
User: high-east
brain-computer-interface,EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
User: iobt-vistec
brain-computer-interface,End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
User: iobt-vistec
Home Page: https://min2net.github.io
brain-computer-interface,Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)
User: iobt-vistec
brain-computer-interface,FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).
User: irautak
Home Page: https://arxiv.org/abs/2211.01960
brain-computer-interface,Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.
User: jinglescode
Home Page: https://jinglescode.github.io/ssvep-multi-task-learning/
brain-computer-interface,A simple closed-loop BCI simulator for testing real-time neural decoding algorithms
User: jtcostello
brain-computer-interface,A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset
User: junjunjd
brain-computer-interface,Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Learning Approach for Precipitation Nowcasting
User: kimuyen
brain-computer-interface,Riemannian Geometry workshop at vBCI Meeting 2021
User: lkorczowski
brain-computer-interface,Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.
User: lmbooth
Home Page: https://pybci.readthedocs.io/en/latest/
brain-computer-interface,
User: martinwimpff
brain-computer-interface,Python API for Mentalab biosignal aquisition devices
Organization: mentalab-hub
Home Page: https://mentalab.com/
brain-computer-interface,Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers
Organization: metaverse-crowdsource
Home Page: https://discord.gg/bKpF32REAj
brain-computer-interface,A MATLAB package for modelling multivariate stimulus-response data
User: mickcrosse
Home Page: https://cnspworkshop.net
brain-computer-interface,code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
User: mikewangwzhl
brain-computer-interface,Python SDK for high performance on-line Brain Computer Interface development.
Organization: mindaffect
Home Page: https://mindaffect.nl
brain-computer-interface,Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter
User: mknierim
Home Page: https://expeeeriments.io/
brain-computer-interface,Mother of All BCI Benchmarks
Organization: neurotechx
Home Page: https://neurotechx.github.io/moabb/
brain-computer-interface,A wheelchair controlled by EEG brain signals and enhanced with assisted driving
Organization: ntx-mcgill
Home Page: https://youtu.be/_46AoSnHCRo
brain-computer-interface,Classification toolbox for ERP and SSVEP based BCI data
User: okbalefthanded
brain-computer-interface,Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python
User: orvindemsy
brain-computer-interface,Android SDK for the NeuroSky MindWave Mobile Brainwave Sensing Headset
User: pwittchen
Home Page: https://pwittchen.github.io/neurosky-android-sdk/docs
brain-computer-interface,Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Organization: pyriemann
Home Page: https://pyriemann.readthedocs.io
brain-computer-interface,🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)
User: rameerez
Home Page: https://saturdays.ai
brain-computer-interface,Eye movement and blink-related EEG and MEG artifact correction algorithms
User: rkobler
Home Page: https://bci.tugraz.at
brain-computer-interface,Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
User: rkobler
brain-computer-interface,Low Cost Electroencephalogram Based Brain-Computer-Interface
User: ronanb96
brain-computer-interface,Brain-Computer interface stuff
User: sentdex
brain-computer-interface,EEG-Based Emotion Recognition
User: shyammarjit
Home Page: https://ieeexplore.ieee.org/document/9588702
brain-computer-interface,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
brain-computer-interface,The programming interface for your body and mind
Organization: timeflux
Home Page: https://timeflux.io
brain-computer-interface,Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
User: urish
Home Page: https://medium.com/@urish/reactive-brain-waves-af07864bb7d4
brain-computer-interface,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
brain-computer-interface,Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification
User: wzhlearning
Home Page: https://ieeexplore.ieee.org/document/9670659
brain-computer-interface,Implementation of "From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking"
User: xemin0
Home Page: https://arxiv.org/pdf/2401.15681.pdf
brain-computer-interface,EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate
User: yaxan
brain-computer-interface,Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.
User: zubara
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