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Neural network is a major tool in pattern recognition. Offline handwritten character recognizer is a significant application of pattern recognition. Binarization of the image is the major strategy in handwritten character recognition system. Various binarization procedures are analyzed here for an experimental evaluation on performance. Standard deviation from mean value is measured in the proposed...
The importance of neural network in pattern recognition is inevitable. Offline handwritten recognition is a major application of pattern recognition. Self-Organizing Feature Map or Kohonen map is a data visualization method which can decrease the dimensions of data by clustering the similar data. A new dynamic SOFM classification process is used in the proposed system. It can be used as a character...
Neural Network is an important tool for many pattern recognition, prediction and function approximation tasks. Three Java open source Neural Network Frameworks such as Encog v2.4, Neuroph v2.4 and JOONE 2.0 (Java Object Oriented Neural Engine) are considered here for an experimental evaluation. The performance evaluation is carried out by training the feed-forward neural network to recognize the XOR...
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