Journal of the Korean Institute of Telematics and Electronics B (전자공학회논문지B)
- Volume 28B Issue 5
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- Pages.394-403
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- 1991
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- 1016-135X(pISSN)
The Development of IDMLP Neural Network for the Chip Implementation and it's Application to Speech Recognition
Chip 구현을 위한 IDMLP 신경 회로망의 개발과 음성인식에 대한 응용
Abstract
This paper described the development of input driven multilayer perceptron(IDMLP) neural network and it's application to the Korean spoken digit recognition. The IDMPLP neural network used here and the learning algorithm for this network was proposed newly. In this model, weight value is integer and transfer function in the neuron is hard limit function. According to the result of the network learning for the some kinds of input data, the number of network layers is one or more by the difficulties of classifying the inputs. We tested the recognition of binaried data for the spoken digit 0 to 9 by means of the proposed network. The experimental results are 100% and 96% for the learning data and test data, respectively.
Keywords