| dc.contributor.author | Hema, Chengalvarayan Radhakrishnamurthy | |
| dc.contributor.author | Paulraj, Murugesapandian | |
| dc.contributor.author | Sazali, Yaacob | |
| dc.contributor.author | Abdul Hamid, Adom | |
| dc.contributor.author | Ramachandran, Nagarajan | |
| dc.date.accessioned | 2009-11-18T07:33:11Z | |
| dc.date.available | 2009-11-18T07:33:11Z | |
| dc.date.issued | 2009-10-11 | |
| dc.identifier.citation | p.5B1 1 - 5B1 5 | en_US |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/7339 | |
| dc.description | Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia. | en_US |
| dc.description.abstract | Brain Machine Interface (BMI) provides a digital link between the brain and a device such as a computer, robot or wheelchair. This paper presents a BMI design using Neuro-Fuzzy classifiers for controlling a wheelchair using EEG signals. EEG signals during motor imagery (MI) of left and right hand movements are recorded noninvasively at the sensorimotor cortex. Four mental task signals are analyzed and classified to design a four class BMI. The proposed classifier has an average classification
performance of 97%. | en_US |
| dc.description.sponsorship | Technical sponsored by IEEE Malaysia Section | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Universiti Malaysia Perlis | en_US |
| dc.relation.ispartofseries | Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) | en_US |
| dc.subject | Brain Machine Interfaces | en_US |
| dc.subject | EEG motor imagery | en_US |
| dc.subject | EEG band power | en_US |
| dc.subject | Neuro-fuzzy classifiers | en_US |
| dc.subject | Brain-computer interfaces | en_US |
| dc.subject | Computational neuroscience | en_US |
| dc.subject | Bioengineering | en_US |
| dc.title | Neuro-Fuzzy based motor imagery classification for a four class brain machine interface | en_US |
| dc.type | Working Paper | en_US |
| dc.contributor.url | hema@unimap.edu.my | en_US |
