| dc.contributor.author | Hema, Chengalvarayan Radhakrishnamurthy | |
| dc.contributor.author | Paulraj, Murugesa Pandiyan, Assoc. Prof. Dr. | |
| dc.contributor.author | Sazali, Yaacob, Prof. Dr. | |
| dc.contributor.author | Abdul Hamid, Adom, Assoc. Prof. Dr. | |
| dc.contributor.author | Ramachandran, Nagarajan, Prof. Dr. | |
| dc.date.accessioned | 2012-08-09T03:56:26Z | |
| dc.date.available | 2012-08-09T03:56:26Z | |
| dc.date.issued | 2012-02-27 | |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/20587 | |
| dc.description | International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. | en_US |
| dc.description.abstract | Focused time delay neural network based design for a
four-state Brain Machine Interface (BMI) to drive a wheelchair is
analyzed. Motor imagery signals recorded noninvasively using two
bipolar electrodes are used in the study. The performance of the
proposed dynamic classifier is compared with a static feed forward
neural classifier. Data collected from 10 subjects is used in this
study. Average classification performance in the range of 93% to
100% is achievable. Experiment results show that the focused time
delay neural network model is suitable for a four-state BMI design. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Universiti Malaysia Perlis (UniMAP) | en_US |
| dc.relation.ispartofseries | Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2012) | en_US |
| dc.subject | Brain Machine Interface (BMI) | en_US |
| dc.subject | Neural network | en_US |
| dc.subject | Wheelchair | en_US |
| dc.subject | Focused time-delay neural network (FTDNN) | en_US |
| dc.title | Synchronous brain machine interface design using focused time delay networks | en_US |
| dc.type | Working Paper | en_US |
| dc.publisher.department | School of Mechatronic Engineering | en_US |
| dc.contributor.url | hema@unimap.edu.my | en_US |
| dc.contributor.url | paul@unimap.edu.my | en_US |
