Multi-layer neural networks for handwritten digit recognition
This report documents the underlining theories and neural network that lead to the development of handwritten digit recognition architecture that are capable of recognizing handwritten digit with recognition accuracy of up to 76%.
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| Other Authors: | |
| Format: | Thesis |
| Published: |
2008
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| Online Access: | http://hdl.handle.net/10356/4543 |
| _version_ | 1826129718249783296 |
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| author | Kyaw, Zin Min. |
| author2 | Saratchandran, Paramasivan |
| author_facet | Saratchandran, Paramasivan Kyaw, Zin Min. |
| author_sort | Kyaw, Zin Min. |
| collection | NTU |
| description | This report documents the underlining theories and neural network that lead to the development of handwritten digit recognition architecture that are capable of recognizing handwritten digit with recognition accuracy of up to 76%. |
| first_indexed | 2024-10-01T07:44:44Z |
| format | Thesis |
| id | ntu-10356/4543 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T07:44:44Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/45432023-07-04T15:59:15Z Multi-layer neural networks for handwritten digit recognition Kyaw, Zin Min. Saratchandran, Paramasivan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This report documents the underlining theories and neural network that lead to the development of handwritten digit recognition architecture that are capable of recognizing handwritten digit with recognition accuracy of up to 76%. Master of Science (Computer Control and Automation) 2008-09-17T09:53:51Z 2008-09-17T09:53:51Z 2003 2003 Thesis http://hdl.handle.net/10356/4543 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Kyaw, Zin Min. Multi-layer neural networks for handwritten digit recognition |
| title | Multi-layer neural networks for handwritten digit recognition |
| title_full | Multi-layer neural networks for handwritten digit recognition |
| title_fullStr | Multi-layer neural networks for handwritten digit recognition |
| title_full_unstemmed | Multi-layer neural networks for handwritten digit recognition |
| title_short | Multi-layer neural networks for handwritten digit recognition |
| title_sort | multi layer neural networks for handwritten digit recognition |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/4543 |
| work_keys_str_mv | AT kyawzinmin multilayerneuralnetworksforhandwrittendigitrecognition |