Recognising individuals using their brain patterns
In this paper, a novel method to recognise persons using their brain patterns is proposed. These brain patterns are obtained when the individuals perceive a picture. High frequency brain energy is used as features that are classified by Elman backpropagation neural network. The experimental results...
| Main Authors: | , |
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| Format: | Article |
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2005
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| Online Access: | http://shdl.mmu.edu.my/2392/ |
| _version_ | 1848790043525644288 |
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| author | Ravi,, FVR Palaniappan, R |
| author_facet | Ravi,, FVR Palaniappan, R |
| author_sort | Ravi,, FVR |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | In this paper, a novel method to recognise persons using their brain patterns is proposed. These brain patterns are obtained when the individuals perceive a picture. High frequency brain energy is used as features that are classified by Elman backpropagation neural network. The experimental results using 1600 brain signals from 40 individuals give average classification rate of 96.63%. This pilot investigation shows that the proposed method of recognising persons using their brain signals is worth further study. |
| first_indexed | 2025-11-14T18:06:20Z |
| format | Article |
| id | mmu-2392 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:06:20Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-23922011-08-22T03:12:16Z http://shdl.mmu.edu.my/2392/ Recognising individuals using their brain patterns Ravi,, FVR Palaniappan, R QA75.5-76.95 Electronic computers. Computer science In this paper, a novel method to recognise persons using their brain patterns is proposed. These brain patterns are obtained when the individuals perceive a picture. High frequency brain energy is used as features that are classified by Elman backpropagation neural network. The experimental results using 1600 brain signals from 40 individuals give average classification rate of 96.63%. This pilot investigation shows that the proposed method of recognising persons using their brain signals is worth further study. 2005 Article NonPeerReviewed Ravi,, FVR and Palaniappan, R (2005) Recognising individuals using their brain patterns. Third International Conference on Information Technology and Applications, Vol 2, Proceedings. pp. 520-523. |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Ravi,, FVR Palaniappan, R Recognising individuals using their brain patterns |
| title | Recognising individuals using their brain patterns |
| title_full | Recognising individuals using their brain patterns |
| title_fullStr | Recognising individuals using their brain patterns |
| title_full_unstemmed | Recognising individuals using their brain patterns |
| title_short | Recognising individuals using their brain patterns |
| title_sort | recognising individuals using their brain patterns |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/2392/ |