Asynchronous brain machine interface-based control of a wheelchair

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Main Authors: Hema, Chengalvarayan Radhakrishnamurthy, Murugesan Pandiyan, Paulraj, Prof. Dr., Sazali, Yaacob, Prof. Dr., Abdul Hamid, Adom, Dr., Ramachandran, Nagarajan, Prof. Dr.
Other Authors: hema@unimap.edu.my
Format: Article
Language:English
Published: Springerlink 2011
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Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/14072
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spelling my.unimap-140722011-10-08T05:32:46Z Asynchronous brain machine interface-based control of a wheelchair Hema, Chengalvarayan Radhakrishnamurthy Murugesan Pandiyan, Paulraj, Prof. Dr. Sazali, Yaacob, Prof. Dr. Abdul Hamid, Adom, Dr. Ramachandran, Nagarajan, Prof. Dr. hema@unimap.edu.my Brain machine interface (BMI) Wheelchair Electroencephalography Man machine interaction Asynchronous Link at publisher's homepage at http://www.springerlink.com/ A brain machine interface (BMI) design for controlling the navigation of a power wheelchair is proposed. Real-time experiments with four able bodied subjects are carried out using the BMI-controlled wheelchair. The BMI is based on only two electrodes and operated by motor imagery of four states. A recurrent neural classifier is proposed for the classification of the four mental states. The real-time experiment results of four subjects are reported and problems emerging from asynchronous control are discussed. 2011-10-08T05:32:46Z 2011-10-08T05:32:46Z 2011 Article Advances in Experimental Medicine and Biology, vol. 696 (7), 2011, pages 565-572 0065-2598 http://www.springerlink.com/content/w331415046r74551/fulltext.pdf http://hdl.handle.net/123456789/14072 en Springerlink
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Brain machine interface (BMI)
Wheelchair
Electroencephalography
Man machine interaction
Asynchronous
spellingShingle Brain machine interface (BMI)
Wheelchair
Electroencephalography
Man machine interaction
Asynchronous
Hema, Chengalvarayan Radhakrishnamurthy
Murugesan Pandiyan, Paulraj, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Abdul Hamid, Adom, Dr.
Ramachandran, Nagarajan, Prof. Dr.
Asynchronous brain machine interface-based control of a wheelchair
description Link at publisher's homepage at http://www.springerlink.com/
author2 hema@unimap.edu.my
author_facet hema@unimap.edu.my
Hema, Chengalvarayan Radhakrishnamurthy
Murugesan Pandiyan, Paulraj, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Abdul Hamid, Adom, Dr.
Ramachandran, Nagarajan, Prof. Dr.
format Article
author Hema, Chengalvarayan Radhakrishnamurthy
Murugesan Pandiyan, Paulraj, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Abdul Hamid, Adom, Dr.
Ramachandran, Nagarajan, Prof. Dr.
author_sort Hema, Chengalvarayan Radhakrishnamurthy
title Asynchronous brain machine interface-based control of a wheelchair
title_short Asynchronous brain machine interface-based control of a wheelchair
title_full Asynchronous brain machine interface-based control of a wheelchair
title_fullStr Asynchronous brain machine interface-based control of a wheelchair
title_full_unstemmed Asynchronous brain machine interface-based control of a wheelchair
title_sort asynchronous brain machine interface-based control of a wheelchair
publisher Springerlink
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/14072
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