| dc.contributor.author | Yufridin, Wahab, Dr | |
| dc.contributor.author | Aimi Salihah, Abdul Nasir | |
| dc.contributor.author | Norantanum, Abu Bakar | |
| dc.contributor.author | Barzila Harliana, Bidin | |
| dc.date.accessioned | 2013-12-13T08:42:31Z | |
| dc.date.available | 2013-12-13T08:42:31Z | |
| dc.date.issued | 2012-06-18 | |
| dc.identifier.citation | p. 975 - 979 | en_US |
| dc.identifier.isbn | 978-967-5760-11-2 | |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/30512 | |
| dc.description | The 2nd
International Malaysia-Ireland Joint
Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia. | en_US |
| dc.description.abstract | This paper presents the application of Neural Network (NN) system for classification of human gait analysis. This NN will classify the human gait either normal or abnormal. This NN will use Multilayer Perceptron (MLP) neural network for the classification. There are total 3 main features that consist of heel strike, toe-off and Minimum Foot Clearance (MFC) based features had been extracted from normal and abnormal clearance versus time graphs and used as the neural network inputs for the classification process. The training algorithm namely Levenberg-Marquardt was employed to train the MLP network. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Universiti Malaysia Perlis (UniMAP) | en_US |
| dc.relation.ispartofseries | Proceedings of the The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012); | |
| dc.subject | Gait analysis | en_US |
| dc.subject | Gait assessment | en_US |
| dc.subject | Neural network | en_US |
| dc.title | A review on development of neural network system for gait analysis | en_US |
| dc.type | Working Paper | en_US |
| dc.contributor.url | yufridin@unimap.edu.my | en_US |
| dc.contributor.url | aimi_salihah@yahoo.com | en_US |
| dc.contributor.url | anum.nab@gmail.com | en_US |
| dc.contributor.url | bazila.harliana@gmail.com | en_US |
