Title:
イジング装置及びイジング装置の制御方法
Document Type and Number:
Japanese Patent JP6468247
Kind Code:
B2
Abstract:
An individual neuron circuit calculates a first value based on a sum of products each obtained by multiplying one of weight values, each representing connection or disconnection between a corresponding neuron circuit and one of the other neuron circuits, by a corresponding one of output signals of the other neuron circuits and outputs 0 or 1, based on a result of comparison between a second value obtained by adding a noise value to the first value and a threshold. An arbitration circuit allows, when first output signals of first neuron circuits interconnected among the neuron circuits simultaneously change based on the weight values, updating of only one of the first output signals of the first neuron circuits and allows, when second output signals of second neuron circuits not interconnected simultaneously change, updating of the second output signals.
Inventors:
Satoru Matsubara
Yasutaka Tamura
Yasutaka Tamura
Application Number:
JP2016112551A
Publication Date:
February 13, 2019
Filing Date:
June 06, 2016
Export Citation:
Assignee:
富士通株式会社
International Classes:
G06N99/00; G06N3/063
Domestic Patent References:
| JP3100857A |
Other References:
徐 丹 外1名,「内部表現の冗長化によるボルツマンマシンの動作並列化」,情報処理学会論文誌,社団法人情報処理学会,1993年 5月15日,第34巻,第5号,pp.841-852
Paolo Antognetti et al.,"VLSI DESIGN OF A NEURAL PROCESSING ELEMENT FOR THE BOLTZMANN MACHINE",[1992] Proceedings. Fifth Annual IEEE International ASIC Conference and Exhibit,米国,IEEE,1992年,pp.309-312
R. Diekmann et al.,"A General Purpose Distributed Implementation of Simulated Annealing",[1992] Proceedings of the Fourth IEEE Symposium on Parallel and Distributed Processing,米国,IEEE,1992年,pp.94-101
Aleasandro De Gloria et al.,"An Asynchronous Distributed Architecture Model for the Boltzmann Machine Control Mechanism",IEEE Transactions on Neural Networks,米国,IEEE,1996年,Volume: 7, Issue: 6,pp.1538-1541
Paolo Antognetti et al.,"VLSI DESIGN OF A NEURAL PROCESSING ELEMENT FOR THE BOLTZMANN MACHINE",[1992] Proceedings. Fifth Annual IEEE International ASIC Conference and Exhibit,米国,IEEE,1992年,pp.309-312
R. Diekmann et al.,"A General Purpose Distributed Implementation of Simulated Annealing",[1992] Proceedings of the Fourth IEEE Symposium on Parallel and Distributed Processing,米国,IEEE,1992年,pp.94-101
Aleasandro De Gloria et al.,"An Asynchronous Distributed Architecture Model for the Boltzmann Machine Control Mechanism",IEEE Transactions on Neural Networks,米国,IEEE,1996年,Volume: 7, Issue: 6,pp.1538-1541
Attorney, Agent or Firm:
Takeshi Hattori
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