The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
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The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Il s’agit depuis longtemps d’un sujet ouvert et important pour les applications en temps réel visant à améliorer la vitesse de traitement des machines Boltzmann. Un moyen efficace de résoudre ce problème consiste à augmenter la probabilité de changement d'état des neurones. Dans cet article, une nouvelle méthode, appelée méthode sans rejet, a été proposée et introduite dans les machines Boltzmann pour cette augmentation. Cette méthode présente la particularité d'être indépendante du rapport entre les mouvements d'état des neurones. L'efficacité de cette méthode pour l'accélération a été confirmée par les expériences de TSP et de problème graphique.
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Hongbing ZHU, Ningping SUN, Mamoru SASAKI, Kei EGUCHI, Toru TABATA, Fuji REN, "A Boltzmann Machine with Non-rejective Move" in IEICE TRANSACTIONS on Fundamentals,
vol. E85-A, no. 6, pp. 1229-1235, June 2002, doi: .
Abstract: It have been one open and significant topic for real-time applications to enhance the processing-speed of Boltzmann machines for long time. One effective way of solution of this problem is the augmentation of probability of neurons' state move. In this paper, a novel method, called a rejectionless method, was proposed and introduced into the Boltzmann machines for this augmentation. This method has a feature of independence on the ratio of neurons' state move. The efficiency of this method for speed-up was confirmed with the experiments of TSP and graph problem.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e85-a_6_1229/_p
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@ARTICLE{e85-a_6_1229,
author={Hongbing ZHU, Ningping SUN, Mamoru SASAKI, Kei EGUCHI, Toru TABATA, Fuji REN, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Boltzmann Machine with Non-rejective Move},
year={2002},
volume={E85-A},
number={6},
pages={1229-1235},
abstract={It have been one open and significant topic for real-time applications to enhance the processing-speed of Boltzmann machines for long time. One effective way of solution of this problem is the augmentation of probability of neurons' state move. In this paper, a novel method, called a rejectionless method, was proposed and introduced into the Boltzmann machines for this augmentation. This method has a feature of independence on the ratio of neurons' state move. The efficiency of this method for speed-up was confirmed with the experiments of TSP and graph problem.},
keywords={},
doi={},
ISSN={},
month={June},}
Copier
TY - JOUR
TI - A Boltzmann Machine with Non-rejective Move
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1229
EP - 1235
AU - Hongbing ZHU
AU - Ningping SUN
AU - Mamoru SASAKI
AU - Kei EGUCHI
AU - Toru TABATA
AU - Fuji REN
PY - 2002
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E85-A
IS - 6
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - June 2002
AB - It have been one open and significant topic for real-time applications to enhance the processing-speed of Boltzmann machines for long time. One effective way of solution of this problem is the augmentation of probability of neurons' state move. In this paper, a novel method, called a rejectionless method, was proposed and introduced into the Boltzmann machines for this augmentation. This method has a feature of independence on the ratio of neurons' state move. The efficiency of this method for speed-up was confirmed with the experiments of TSP and graph problem.
ER -