brain-machine-interface

There are 2 repositories under brain-machine-interface topic.

brainflow
brainflow-dev / brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
eeg eeg-analysis brain-computer-interface brain-machine-interface brain-control bci signal-processing biosensors biosignals biosensor emg emg-signal ecg brainflow neuroscience python muse openbci
Language:C++ 1520
timeflux / timeflux
The programming interface for your body and mind
timeflux biosignals eeg ecg emg eda gsr ppg bci brain-computer-interface bci-speller biosensors signal-processing brain-machine-interface brain-control
Language:Python 179
mTRF-Toolbox
mickcrosse / mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
bci bmi brain-computer-interface brain-machine-interface neural-decoding neural-interface ridge-regression stimulus-response-correlation strf system-identification temporal-response-function trf
Language:MATLAB 95
rameerez / brain-computer-interfacing
🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)
bci brain-computer-interface ai artificial-intelligence artificial-neural-networks python pytorch brain-machine-interface bitbrain headset study-group neuroscience eeg machine-learning python3 bootcamp notebook bmi course
Language:Jupyter Notebook 77
Mentalab-hub / explorepy
Python API for Mentalab biosignal aquisition devices
biosignals eeg eeg-signals bci brain-computer-interface emg ecg ecg-signal neuroscience brain-machine-interface sleep-research eeg-headset brain-imaging wearable-sensors biosensors neurotechnology mental-health neurofeedback neurofeedback-training
Language:Python 53
josecyc / Neurotron
Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs
deep-learning neuroscience neurotech brain-machine-interface virtual-reality prosthetics
Language:Jupyter Notebook 16
mattgolub / internal_model_estimation
Codepack accompanying "Internal models for interpreting neural population activity during sensorimotor control," by Matthew D. Golub, Byron M. Yu, and Steven M. Chase, eLife 2015.
brain-machine-interface inverse-reinforcement-learning inverse-optimal-control motor-control motorl-learning internal-models
Language:MATLAB 14
Dual-mVEPs-Speller
HongLabTHU / Dual-mVEPs-Speller
Dual-directional visual motion based BCI speller
brain-machine-interface
Language:Jupyter Notebook 9
jgmakin / rbmish
matlab code for exponential family harmoniums, RBMs, DBNs, and relata
efh rbm refh restricted-boltzmann-machine exponential-family-harmonium deep-belief-network bmi bmi-decoding-algorithms expectation-maximization linear-dynamical-systems particle-filter rtrbm backprop-through-time brain-computer-interface brain-machine-interface
Language:MATLAB 9
LiuLab-Bioelectronics-Harvard / AutoSort
Stable and aligned spike sorting and decoding over long-term recordings in BCI
spike-sorting long-term-electrophysiological-recording neural-decoding brain-computer-interace-application brain-computer-interface brain-machine-interface spike-analysis spike-sorter spike-sorting-software spike-trains
Language:Jupyter Notebook 7
mobeets / neural-redundancy-elife2018
Code for "Constraints on neural redundancy", Hennig et al. (eLife, 2018)
neuroscience elife academic-paper neural-redundancy brain-machine-interface neural-computation
Language:MATLAB 7
tud-phi / sr-brain-control
Code accompanying the publication "Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control" that received the Best Paper Award at the RoboSoft 2024.
brain-machine-interface eeg motor-imagery nonlinear-control soft-robotics
Language:Python 5
MdOchiuddinMiah / MI-BCI_ML
This is a brain game that is controlled by the brain signal. Mainly, it is a research project for disabled people.
machine-learning signal-processing ai brain-games brain-machine-interface python classification human-computer-interaction
Language:Java 3
rameerez / brain-controlled-game
Control Chrome's T-rex game with a BCI headset streaming EEG data through a LSL server
bci bmi brain-computer-interface brain-machine-interface neuroscience neurotech eeg lsl game flask javascript bitbrain muse electrode
Language:JavaScript 3
SoroushZare / NeuroFlex
NeuroFlex: Feasibility of EEG-Based Motor Imagery Control of a Soft Glove for Hand Rehabilitation
brain-machine-interface brain-computer-interface deep-learning eeg motor-imagery rehabilitation rehabilitation-robotics soft-actuator transformer-models
3
xrsrke / neuraltext
Decoding neural activity into text
bci brain-computer-interface brain-machine-interface brain2text decode-neural-activity neural-activity
Language:Jupyter Notebook 3
aayushmanghosh / RL-Algorithms-for-iBMI-Applications
Official repository for Reinforcement Learning Decoders used for intra-cortical brain machine interfaces - Neuroelectronics 2025
brain-machine-interface hardware-optimization reinforcement-learning bandit-algorithms neural-network
Language:MATLAB 2
msc-project
alessandrofacchin / msc-project
MSc Project
tensorflow machine-learning python tensorflow2 variational-autoencoder brain-computer-interface brain-machine-interface recurrent-neural-networks semi-supervised-learning
Language:Jupyter Notebook 2
BMIunic / Sensorimotor_BMI
This repository is used for integrating all the hardware used in the development of a sensormotor brain-machine interface
brain-machine-interface
Language:C++ 1
hyungkwonko / awesome-bci
Collection of Papers and Datasets about Brain-Computer Interface
awesome-list bci bci-systems brain-computer-interface brain-machine-interface neuroscience
Language:JavaScript 1
RyotaroNumata / Brain-Signal-Analyzer
Brain-Signal-Analyzer (BSA) is as simple notes of analysis for brain computer interface. Especially, this note focus on an Decoding analysis for kinematic movement from ECoG recorded from human.
brain-computer-interface brain-machine-interface
Language:Jupyter Notebook 1
AABBASI89 / Sensorimotor_BMI
This repository is used for integrating all the hardware used in the development of a sensormotor brain-machine interface
brain-machine-interface
Language:C++ 0
obilogy / G3NS
Optimization of an Up-scalable Graph Neural Network based on the C. Elegans Connectome Nervous System
artificial-intelligence bio-inspired brain-machine-interface machine-learning
Language:HTML 0