玻尔兹曼机的VLSI可实现设计

[Proceedings 1992] IJCNN International Joint Conference on Neural Networks Pub Date : 1992-06-07 DOI:10.1109/IJCNN.1992.226914

S. Bhandari, K. Murthy, S.S.S.P. Rao

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引用次数: 1

摘要

作者报告了一种用于实现玻尔兹曼机的VLSI设计。通过分析和仿真结果表明，所提设计的接受概率函数与玻尔兹曼机的接受概率函数相同。使用这样的设计，可以构建特殊用途的硬件，以获得若干优化问题的良好解决方案。分析了玻尔兹曼机的接受概率特性。

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A VLSI implementable design for Boltzmann machine

The authors report on a VLSI design for the realization of a Boltzmann machine. It is shown analytically and by the use of simulation results that the acceptance probability function for the proposed design is the same as that of the Boltzmann machine. Using such a design, it is possible to build special purpose hardware for obtaining good solutions for several optimization problems. The acceptance probability characteristics of the Boltzmann machine are analyzed.<>

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[Proceedings 1992] IJCNN International Joint Conference on Neural Networks

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