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Kasthuri, Magesh
- Techniques in Neural Network Recognition and its Relation to Brain Theory
Abstract Views :161 |
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Authors
Affiliations
1 SCSVMV University, Kanchipuram, IN
2 Department of MCA, St. Joseph College of Engineering, Chennai, IN
1 SCSVMV University, Kanchipuram, IN
2 Department of MCA, St. Joseph College of Engineering, Chennai, IN
Source
Artificial Intelligent Systems and Machine Learning, Vol 4, No 7 (2012), Pagination: 459-465Abstract
This article discusses the concept of Brain Theory, Organization of brain, Techniques behind Artifical Neural Network Recognition and various popular techniques used in Neural network based Patter recognition. The aim of to give idea on Brain theory and its relation and mapping to Artificial Neural Network (ANN) which can guide a Research study on 'Neural networks and Character recognition' to study different techniques used for character recognition and to list the differences between them, the inter-relation between them. Also, I would like to bring out the advantage of each technique with their area of specialization (how easy to use the specified technique for a specific requirement). This will help in easily identify the best suited Handwritten character recognition technique for any requirement (digitizing cheques, palm scripts/manuscripts, extract data from old documents to name a few).Keywords
ANN-Artificial Neural Networks, Neurons-Unit of Brain for Processing Any Operation, ADLINE-Adaptive Linear Elements, Training-Method for Practicing Neural Network, VTA-Ventral Tegmental Area, ART-Adaptive Resonance Theory, PET-Positron Emission Tomography, LVQ-Learning Vector Quantization.- Customized M-clustering Algorithm Comparison with Clustering Algorithms in Data Mining with the Case Study of Lead Generation Techniques
Abstract Views :180 |
PDF Views:0
Authors
Affiliations
1 SCSVMV University, Enathur, Kanchipuram-631561, Tamil Nadu, IN
2 Department of MCA, St. Joseph’s College of Engineering, Chennai – 600119, Tamil Nadu, IN
1 SCSVMV University, Enathur, Kanchipuram-631561, Tamil Nadu, IN
2 Department of MCA, St. Joseph’s College of Engineering, Chennai – 600119, Tamil Nadu, IN