TY - GEN
T1 - Parallel hardware implementation of handwritten character recognition system on wavefront array processor architecture
AU - Kim, Young Joon
AU - Lee, Seong Whan
AU - Kim, Myung Won
N1 - Funding Information:
This work was supported by the Electronics and Telecommunications Research Institute.
Publisher Copyright:
© 1995 IEEE.
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 1995
Y1 - 1995
N2 - In this paper, we describe a parallel hardware implementation of handwritten character recognition system with neural network classifier on wavefront array processor (WAP) architecture. The WAP architecture needs no global clock for controlling the entire processors and each processing element can even be clocked differently. Thus, the clock skew becomes no longer problem and it is possible to construct massively parallel networks which are required for handwritten character recognition. We also present experimental results for the recognition of unconstrained handwritten numerals with the WAP architecture. The results were very impressive in view of real world application.
AB - In this paper, we describe a parallel hardware implementation of handwritten character recognition system with neural network classifier on wavefront array processor (WAP) architecture. The WAP architecture needs no global clock for controlling the entire processors and each processing element can even be clocked differently. Thus, the clock skew becomes no longer problem and it is possible to construct massively parallel networks which are required for handwritten character recognition. We also present experimental results for the recognition of unconstrained handwritten numerals with the WAP architecture. The results were very impressive in view of real world application.
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U2 - 10.1109/ICDAR.1995.602003
DO - 10.1109/ICDAR.1995.602003
M3 - Conference contribution
AN - SCOPUS:33747462795
T3 - Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
SP - 715
EP - 718
BT - Proceedings of the 3rd International Conference on Document Analysis and Recognition, ICDAR 1995
PB - IEEE Computer Society
T2 - 3rd International Conference on Document Analysis and Recognition, ICDAR 1995
Y2 - 14 August 1995 through 16 August 1995
ER -