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113129

MARKOV-BASED BRAIN COMPUTER INTERFACE

Article

Last updated: 26 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

Electrical Engineering, Computer Engineering and Electrical power and machines engineering.

Abstract

Although the brain recognizable wave patterns are of limited vocabulary representing finite number of states, the dynamics and moral conditions made it unlimited and subject to severe variations. To enhance the response to certain order, these variations should be augmented in such a way that the brain responds to the nearest meaningful order. In this paper the retention of mental state to the nearest meaningful order is simulated by the retention of nearby periodic orbits out of a chaotic flow. A distributed chaotic generator is used to imitate an intermittent behavior with the laminar phase representing the definite mental tasks and the bursts representing the noisy or undefined tasks. In the intermittent section of the response the nearest periodic response is period three. An algorithm based upon the hidden Markov chain has been developed to retain periodic responses out of the chaotic flow.

DOI

10.21608/jesaun.2012.113129

Authors

First Name

A. F.

Last Name

Elqady

MiddleName

-

Affiliation

Faculty of Engineering, Arab Academy for Science and Technology, Alexandria, Egypt

Email

-

City

-

Orcid

-

First Name

A. A. A.

Last Name

Nasser

MiddleName

-

Affiliation

Arab Academy for Science, Technology and Maritime Transports, Alexandria, Egypt

Email

-

City

-

Orcid

-

First Name

M. A.

Last Name

Sharkas

MiddleName

-

Affiliation

Arab Academy for Science, Technology and Maritime Transports, Alexandria, Egypt

Email

-

City

-

Orcid

-

Volume

40

Article Issue

No 2

Related Issue

16840

Issue Date

2012-03-01

Receive Date

2012-01-11

Publish Date

2012-03-01

Page Start

557

Page End

566

Print ISSN

1687-0530

Online ISSN

2356-8550

Article File

JESAUN_Volume 40_Issue No 2_Pages 557-566.pdf

PDF . 338.6kB

Link

https://jesaun.journals.ekb.eg/article_113129.html

Detail API

https://jesaun.journals.ekb.eg/service?article_code=113129

Order

15

Type

Research Paper

Type Code

1,438

Publication Type

Journal

Publication Title

JES. Journal of Engineering Sciences

Publication Link

https://jesaun.journals.ekb.eg/

MainTitle

MARKOV-BASED BRAIN COMPUTER INTERFACE

Details

Type

Article

Created At

23 Jan 2023