ssvep | Topic | Ecosyste.ms: Repos

Topic: "ssvep"

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 at: 5 days ago - Pushed at: over 1 year ago - Stars: 392 - Forks: 181

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 at: over 1 year ago - Pushed at: about 4 years ago - Stars: 53 - Forks: 27

okbalefthanded/bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

Language: MATLAB - Size: 6.99 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 52 - Forks: 27

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 at: 26 days ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 15

pikipity/SSVEP-Analysis-Toolbox

Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)

Language: Python - Size: 83.3 MB - Last synced at: 26 days ago - Pushed at: 11 months ago - Stars: 44 - Forks: 8

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 at: 3 months ago - Pushed at: over 4 years ago - Stars: 40 - Forks: 16

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 at: about 2 months ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 4

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 at: about 2 years ago - Pushed at: about 2 years ago - Stars: 20 - Forks: 8

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 at: about 1 year ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 11

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 at: about 2 years ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 3

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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 2

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 at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 11 - 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 at: 6 months ago - Pushed at: 12 months ago - Stars: 10 - Forks: 2

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 at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 3

soheilbr82/Mind-Controlled-Virtual-Car

Language: C# - Size: 878 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 3

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 at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 1

kkt-ee/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 at: 2 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

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 at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 6 - 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 at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

ibrahimjad/VisualStimuli

Library for visual flickering stimuli to evoke SSVEP response

Language: C++ - Size: 174 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1

okbalefthanded/ssvepformer

Pytorch implementation for a transformer-based model for SSVEP classifcation in EEG based Brain-Computer Interface (BCI)

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 14 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 2

okbalefthanded/aawedha

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

Language: Python - Size: 983 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

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 at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

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: 398 KB - Last synced at: 3 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 0

Shengwei-Peng/InceptionResNet-SSVEP-BCI

Implementation of InceptionResNet for SSVEP-based Brain-Computer Interface (BCI)

Language: Python - Size: 618 KB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

karahanyilmazer/NeuroTechX-Hackathon-neuroexon

Neuroexon presents a hybrid-BCI system that utilizes motor imagery (MI) and steady-state visual-evoked potential (SSVEP) to control a one degree of freedom arm exoskeleton which provides the user with haptic feedback.

Language: Python - Size: 27.8 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

alken01/BCI

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

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

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 at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

MILANIUSZ/I-VEP

Repository for the I-VEP BCI paradigm

Language: Python - Size: 7.81 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

BradleyEdelman/BCI-Multitasking

Real-time BCI platform used to assess performance when combining motor imagery and steady-state visual evoked potential signals

Language: HTML - Size: 442 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

ZaZi2002/EEG-Processing-ERP-SSVEP

EEG Signal Processing project, which involves analyzing EEG signals for both ERP and SSVEP.

Language: MATLAB - Size: 17.1 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

thinknew/BCIWorkshop

Workshop on standardized Brain-Computer Interface Framework

Language: C# - Size: 136 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

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 at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

oskbed/ProjectBCI

Python Brain Computer Interface using SSVEP

Size: 608 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 4

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 at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

tscnlab/HainkeEtAl_SLEEP_2024

Code and materials for Hainke et al. (2024)

Language: HTML - Size: 29.2 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

alexyurchuk/NeuroKnights

Project for natHACKS

Language: C# - Size: 3.55 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

MOH-Shafizadegan/Medical_Signal_Image_Processing

Processing bioelectrical signals and medical images

Language: MATLAB - Size: 34.3 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

IA3005/jmva_paper_code

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

Language: Python - Size: 54.9 MB - Last synced at: 7 months ago - Pushed at: over 1 year 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0