An adaptive attention regulation method based on biocybernetic loop

Yi Zhang, Han Xiao, Jian Zhang, Hanshu Cai*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

This study aims to establish an adaptive attention regulation method by combining neurofeedback and classical feedback control theory. It combined open-loop control and closed-loop negative feedback to achieve a universal attention regulation model. The EEG data under attention stimulation was collected., and the baseline threshold range was selected using the optimal threshold selection method., and each individual was calibrated individually. The sliding window method is used to evaluate the individual's attention state and make the feedback training scene to follow its changes. The experiment found that through adaptive feedback training, the individual can adjust the attention state to the individual's optimal baseline threshold. This method can cope with the differences between different individuals and provide each individual with the same level of feedback regulation. Similarly, this study may provide a universal treatment method for other mental diseases.

Original languageEnglish
Title of host publication2020 IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728162676
DOIs
Publication statusPublished - 1 Mar 2021
Externally publishedYes
Event22nd IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020 - Shenzhen, China
Duration: 1 Mar 20212 Mar 2021

Publication series

Name2020 IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020

Conference

Conference22nd IEEE International Conference on E-Health Networking, Application and Services, HEALTHCOM 2020
Country/TerritoryChina
CityShenzhen
Period1/03/212/03/21

Keywords

  • Adaptive game
  • Attention regulation
  • Neurofeedback

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