Title :
A new approach to neural networks for character recognition
Author :
Hoang, Doan B. ; Jones, Thomas J.
Author_Institution :
Basser Dept. of Comput. Sci., Sydney Univ., NSW, Australia
fDate :
27 Jun-2 Jul 1994
Abstract :
The paper explores a new way of creating neural networks. The central idea is that concepts are created for reasons related to the problem domain, in this case a character recognition problem, not for the reduction of an error function. The resulting system consists of a network which can be explained as a function of its learning rule, and hence the mapping attained can be justified
Keywords :
character recognition; learning (artificial intelligence); network topology; neural nets; transfer functions; character recognition; learning rule; neural networks; problem domain; Character recognition; Computer errors; Computer networks; Computer science; Displays; Knowledge based systems; Neural networks; Neurons; Pattern recognition; Software algorithms;
Conference_Titel :
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1901-X
DOI :
10.1109/ICNN.1994.374388
