aschetti/ssVEPs-faces

Preprocessed data and analysis scripts of the manuscript "Rapid processing of neutral and angry expressions within ongoing facial stimulus streams: Is it all about isolated facial features?".

Language: HTML - Size: 42.1 MB - Last synced: 2 days ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

DeepBCI/Deep-BCI

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

Language: C - Size: 1.13 GB - Last synced: 10 days ago - Pushed: 3 months ago - Stars: 368 - Forks: 179

okbalefthanded/bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

Language: MATLAB - Size: 6.99 MB - Last synced: 10 days ago - Pushed: about 3 years ago - Stars: 50 - Forks: 27

okbalefthanded/aawedha

Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking

Language: Python - Size: 983 KB - Last synced: 8 days ago - Pushed: 2 months ago - Stars: 3 - Forks: 0

chaklam-silpasuwanchai/EEG-Real-Time-Applications

EEG BCI Real-Time Applications: Contains real-time demonstrations of BCI applications

Language: Jupyter Notebook - Size: 1.08 GB - Last synced: 21 days ago - Pushed: over 1 year ago - Stars: 20 - Forks: 11

jinglescode/ssvep-multi-task-learning

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.

Language: Python - Size: 6.75 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 35 - Forks: 4

pikipity/SSVEP-Analysis-Toolbox

Python package for SSVEP datasets and algorithms

Language: Python - Size: 74.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 23 - Forks: 3

IA3005/jmva_paper_code

Code for fitting EEG data with Wishart and t-Wishart distributions

Language: Python - Size: 54.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

AryaKoureshi/SSVEP-Frequency-Analysis

This repository contains code for analyzing Steady-State Visually Evoked Potential (SSVEP) signals recorded from EEG data. The goal of this analysis is to determine the stimulation frequency from the EEG signals recorded in each test. Two methods are employed: Frequency Content Plotting and Canonical Correlation Analysis (CCA).

Language: Jupyter Notebook - Size: 4.55 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

AryCra07/SuperSVEP

An optimized algorithm about SSVEP in BCI course

Language: Python - Size: 215 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

edwin465/SSVEP-tlCCA

Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring subject-specific knowledge across stimulus frequencies in SSVEP-based BCIs. IEEE Transactions on Automation Science and Engineering, 18(2), 552-563."

Language: MATLAB - Size: 418 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 13 - Forks: 2

BanaanKiamanesh/SSVEP-Blinker

This is a Simple Blinking Window with Adjustable Frequency for SSVEP Stimulation.

Language: Python - Size: 1000 Bytes - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

jkaethee/bme_capstone_team16

Code repository for the work done by Team 16 for their Final Year Design Project (FYDP) at the University of Waterloo for Biomedical Engineering

Language: Jupyter Notebook - Size: 181 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

nikk-nikaznan/SSVEP-Neural-Generative-Models

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Language: Python - Size: 1.77 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 53 - Forks: 27

basverkennis/EEGamers

Unity gaming project for the BR41N.io Hackathon at g.tec's Spring School 2023. Unicorn Unity Interface Hybrid Black and real-time EEG data.

Size: 3.52 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 1

ryanlintott/SSVEP_keyboard

The SSVEP Keyboard works with the icibici hardware. Once connected you should be able to look at keys and it will type them for you.

Language: C# - Size: 7.7 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 41 - Forks: 15

ksatva/DATAMINING-SSVEP-CCA-RQA-MLP-CAFFEINE

Data mining based approach to study the effect of caffeinated coffee on SSVEP brain signals. https://doi.org/10.1016/j.compbiomed.2019.103526

Language: MATLAB - Size: 48.3 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 8 - Forks: 1

RandyDeng/SSVEP-BCI-Research

High School SSVEP-BCI Research Project to improve classification accuracy of captured EEG signals

Language: C# - Size: 67.4 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 9 - Forks: 3

THU-BCI/uniBrain-Speller

uniBrain Speller: A one-stop, user-friendly, open-source brain-computer interface speller software developed by Prof. Gao Xiaorong's team at Tsinghua University, China, designed for various users including patients, researchers, and practitioners.

Language: Python - Size: 210 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

neuroergoISAE/FlickersOnTop

C# program to superpose SSVEP and c-VEP flickers on top of other graphical interfaces

Language: C# - Size: 3.81 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 6 - Forks: 0

ibrahimjad/VisualStimuli

Library for visual flickering stimuli to evoke SSVEP response

Language: C++ - Size: 174 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 1

thinknew/BCIWorkshop

Workshop on standardized Brain-Computer Interface Framework

Language: C# - Size: 136 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 1

sylvchev/dataset-ssvep-exoskeleton

SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either controlled with a touchless interface detecting hand poses or with BCI.

Size: 207 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 39 - Forks: 15

nikk-nikaznan/SCU

Code to accompany our 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) paper entitled - On the classification of SSVEP-based dry-EEG signals via convolutional neural networks.

Language: Python - Size: 1.22 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 8 - Forks: 1

nikk-nikaznan/Subject-Invariant-SSVEP-GAN

Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

Language: Python - Size: 345 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 20 - Forks: 8

alken01/BCI

Ongoing Master Thesis: Evaluating a Binocular SSVEP Paradigm in Virtual Reality

Language: Jupyter Notebook - Size: 597 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

aaravindravi/PythonBox_OpenViBE_SSVEP_CCA

SSVEP Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in real-time. Implemented using OpenViBE and Python

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 11 - Forks: 0

JARV1307/-Brain-computer-interfaces-for-device-control-using-artificial-intelligence-algorithms.

Development of a Brain - Computer Interface (BCI) based on artificial intelligence algorithms to classify patterns of experiments using Steady State Visually Evoked Potentials (SSVEP)

Language: Jupyter Notebook - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

chaklam-silpasuwanchai/Python-for-EEG

A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

pikipity/Stimulus-stimulus_transfer_based_on_time-frequency-joint_representation_SSVEP_BCIs

Simulations of stimulus-stimulus transfer based on time-frequency-joint representation in SSVEP-based BCIs. The proposed stimulus-stimulus transfer method has been published in IEEE TBME (DOI: 10.1109/TBME.2022.3198639)

Language: MATLAB - Size: 9.86 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 1

anthonyesp/SSVEPcharacterization

Data and code for the metrological characterization of a low-cost wearable brain-computer interface

Language: MATLAB - Size: 11.1 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

nikk-nikaznan/SSVEP_Stimuli

Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation.

Language: Python - Size: 43 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 2

edwin465/SSVEP-OACCA

The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)

Language: MATLAB - Size: 450 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 14 - Forks: 3

soheilbr82/Mind-Controlled-Virtual-Car

Language: C# - Size: 878 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 9 - Forks: 3

hci-lab-um/web-ssvep-stimuli-generators

CSS and WebGL were adopted to implement four cross-platform Steady State Visually Evoked Potential (SSVEP) stimuli-generator libraries, whose stimuli are produced via constant-period and square wave approximation techniques, for use in a Brain-Computer Interface (BCI) context. These libraries are configured to run as spellers, yet can easily be altered to cater for a wide range of use cases.

Language: JavaScript - Size: 313 KB - Last synced: 30 days ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

RuixinLuo/transfer-learning-canonical-correlation-analysis-tlCCA--python

transfer learning canonical correlation analysis for SSVEP-BCIs

Language: Python - Size: 18.3 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

RuixinLuo/latency-estimation-of-SSVEPs-python

/Latency-Estimation-of-SSVEPs-python

Language: Python - Size: 182 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

oskbed/ProjectBCI

Python Brain Computer Interface using SSVEP

Size: 608 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 4

stakar/BakSys

Implementation of data analysis system for SSVEP-based BCI.

Language: Jupyter Notebook - Size: 681 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0