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Search results for python brain computer interface

brain-computer-interface x

27 search results found

Brainflow ⭐ 1,138

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

Arl Eegmodels ⭐ 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 ⭐ 574

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Mother of All BCI Benchmarks

Timeflux ⭐ 150

The programming interface for your body and mind

Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Python Brain-Computer Interface Software

Brain-Computer interface stuff

Eeg To Text ⭐ 99

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Pymindaffectbci ⭐ 55

Python SDK for high performance on-line Brain Computer Interface development.

Neurotechx Mcgill 2019 ⭐ 36

A wheelchair controlled by EEG brain signals and enhanced with assisted driving

Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.

Bciciv2a Fbcsp ⭐ 27

Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python

Ssvep Multi Task Learning ⭐ 25

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.

Openbci Ceegrids ⭐ 25

Documentation for Reproducing & Using the OpenBCI cEEGrid Adapter

A Python Library for Implementing Human-Computer Interface Experiments

Fnirs Transformer ⭐ 21

Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification

Eeg Gaming And Speech ⭐ 18

EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate

Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Eeg_simulator ⭐ 11

An EEG Simmulator for Computational NeuroScience

Bcibasedwheelchair ⭐ 8

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

Code for ASFA ("Privacy-Preserving Domain Adaptation for Motor Imagery-based Brain-Computer Interfaces")

Eeg Classification Api ⭐ 6

EEG Classification API using Flask

Eeg Brain Computer Interface To Play Pong ⭐ 6

Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity

Demo Realtime ⭐ 6

Real-time EEG demonstration loops using LSL

A framework for implementing modular Brain-Computer Interfaces

Torchsignal ⭐ 5

Data manipulation and transformation for signal processing, powered by PyTorch

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