Asynchronous brain machine interface-based control of a wheelchair
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2011
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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 |
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Universiti Malaysia Perlis |
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Malaysia |
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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 |
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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 |
| _version_ |
1643790833373151232 |
| score |
13.222552 |