@article{ART001175821},
author={Sungoan Kim},
title={A Spatiotemporal Parallel Processing Model for the MLP Neural Network},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2005},
volume={10},
number={5},
pages={95-102}
TY - JOUR
AU - Sungoan Kim
TI - A Spatiotemporal Parallel Processing Model for the MLP Neural Network
JO - Journal of The Korea Society of Computer and Information
PY - 2005
VL - 10
IS - 5
PB - The Korean Society Of Computer And Information
SP - 95
EP - 102
SN - 1598-849X
AB - A parallel processing model by considering a spatiotemporal parallelism is presented for the training procedure of the MLP neural network. We tried to design the flexible parallel processing model by simultaneously applying both of the training-set decomposition for a temporal parallelism and the network decomposition for a spatial parallelism. The analytical performance evaluation model shows that when the problem size is extremely large, the speedup of each implementation depends, in the extreme, on whether the problem size is pattern-size intensive or pattern-quantity intensive.
KW - MLP neural network;Spatiotemporal parallelism;Parallel processing model;Performance evaluation
DO -
UR -
ER -
Sungoan Kim. (2005). A Spatiotemporal Parallel Processing Model for the MLP Neural Network. Journal of The Korea Society of Computer and Information, 10(5), 95-102.
Sungoan Kim. 2005, "A Spatiotemporal Parallel Processing Model for the MLP Neural Network", Journal of The Korea Society of Computer and Information, vol.10, no.5 pp.95-102.
Sungoan Kim "A Spatiotemporal Parallel Processing Model for the MLP Neural Network" Journal of The Korea Society of Computer and Information 10.5 pp.95-102 (2005) : 95.
Sungoan Kim. A Spatiotemporal Parallel Processing Model for the MLP Neural Network. 2005; 10(5), 95-102.
Sungoan Kim. "A Spatiotemporal Parallel Processing Model for the MLP Neural Network" Journal of The Korea Society of Computer and Information 10, no.5 (2005) : 95-102.
Sungoan Kim. A Spatiotemporal Parallel Processing Model for the MLP Neural Network. Journal of The Korea Society of Computer and Information, 10(5), 95-102.
Sungoan Kim. A Spatiotemporal Parallel Processing Model for the MLP Neural Network. Journal of The Korea Society of Computer and Information. 2005; 10(5) 95-102.
Sungoan Kim. A Spatiotemporal Parallel Processing Model for the MLP Neural Network. 2005; 10(5), 95-102.
Sungoan Kim. "A Spatiotemporal Parallel Processing Model for the MLP Neural Network" Journal of The Korea Society of Computer and Information 10, no.5 (2005) : 95-102.
