Title :
A novel IDMLP model and its application to the recognition of Chinese character
Author :
Chung, Ho Sun ; Ryeu, Jin Kyung
Author_Institution :
Dept. of Electron. Eng., Kyungpook Nat. Univ., Taegu, South Korea
Abstract :
Summary form only given. A learning method for the recognition of printed Chinese characters using an input-driven multilayer perceptron (IDMLP) model has been proposed, and the circuit representing the learning result has been designed. In learning, the extracted features from Chinese characters are used as inputs, and the synapse weight is an integer value. It is possible to implement the learning result with a CMOS circuit
Keywords :
CMOS integrated circuits; character recognition; learning systems; neural nets; CMOS circuit; input-driven multilayer perceptron; learning method; printed Chinese character recognition; synapse weight; Associative memory; CMOS memory circuits; Character recognition; Computer science; Design engineering; Neural networks; Position measurement; Semiconductor device modeling; Sun; Vectors;
Conference_Titel :
Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-0164-1
DOI :
10.1109/IJCNN.1991.155465
