Hewlbern / BCIStarter

Workshop on standardized Brain-Computer Interface Framework

Home Page:https://thinknew.github.io/BCIWorkshop/

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BCI Workshop

This repository is updated yearly and is a part of the hands-on workshop on Brain-Computer Interface with a theme on how to bridge the gap between Neuroscience and Computational Intelligence to design and develop Brain-Computer Interface. This workshop intends to promote standardization of terminologies and technologies for Brain-Computer Interfaces to computational intelligence practitioners and Neuroscience communities. The workshop promotes the utilization of open-source tools such as for enhancing community cohesion and BCI standardization.

What is included in this respository

  • Jupyter Notebook to create and process EEG data with TensorFlow from the workshop in 2022 and 2023
  • Three set of EEG data collected from P300 experiment during the workshop
    • Data is in .mat format and contain two variables Data (Channel X Number of Samples]) and Label (Binary class)
  • Unity Game engine based experimental scenario used during workshop for P300 and SSVEP

External material used in workshop

Is there recorded videos for workshop

  • No for BCI Workshop in 2023.
  • Yes for BCI Workshop in 2022, whole workshop has been recorded over zoom and has been uploaded on following Youtube location

Workshop Video

Where I can learn more about standardization in brain-computer interface

Learning resources for brain-computer interface and TensorFlow

How to reach organisers and read more about workshop

About

Workshop on standardized Brain-Computer Interface Framework

https://thinknew.github.io/BCIWorkshop/


Languages

Language:C# 96.2%Language:Jupyter Notebook 3.6%Language:C++ 0.1%Language:ShaderLab 0.1%Language:Objective-C++ 0.0%Language:HLSL 0.0%Language:CMake 0.0%