UniPA BCI Framework


Introduction to the Project

    Design and Implementation of Modules
    for the Extraction of Biometric Parameters
    in an Augmented BCI Framework

 

GitHub Repository:

 

UniPA BCI Framework

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Some information about UniPA BCI Framework

  • I have been developing the UniPA BCI Framework as a final project for my master's degree programme at University of Palermo, Italy.
  • The UniPA BCI Framework (in some occasions erroneously named UnipaBCI Augmented Framework) is an augmented framework based on the P300 paradigm and allows a user to select individual actions to be performed by a robot or, in the more classic configuration, to spell a sequence of symbols.
  • The framework takes advantage of additional developed modules, which perform the acquisition of eye gaze coordinates and biometric signals.
  • The use of such modules allows to achieve a combined response which does not only take in account the response of a traditional BCI system based on the P300 paradigm, but it also considers useful information, such as the user visual focus and her level of engagement with the system, providing a more robust and effective global response.

The thesis work has been conducted in collaboration with the ATR Institute International, Kyoto.

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Resources:

Master's Degree Thesis: Read
Presentation: Read

ResearchGate Thesis publication: Link
DOI: https://doi.org/10.13140/RG.2.2.31562.36802

ResearchGate Presentation publication: Link
DOI: https://doi.org/10.13140/RG.2.2.32949.37603


ResearchGate related project: Link
ResearchGate pending paper: Link