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We developd a method of *implementing a multiple-valued Hopfield network on electronic circuits by using single-electron circuit technology*. The single-electron circuit shows quantized behavior in its operation because of the discrete tunnel transport of electrons. It can therefore be successfully used for implementing neuron operation of the multiple-valued Hopfield network. The authors developed a single-electron neuron circuit that can produce the staircase transfer function required for the multiple-valued neuron. A method for constructing a multiple-valued Hopfield network by combining the neuron circuits was also developed. A sample network was designed that solves an example of the quadratic integer-programming problem. And a computer simulation demonstrated that the sample network can converge to its optimal state that represents the correct solution to the problem.

- Publication
- IEICE TRANSACTIONS on Electronics Vol.E82-C No.9 pp.1615-1622

- Publication Date
- 1999/09/25

- Publicized

- Online ISSN

- DOI

- Type of Manuscript
- Special Section PAPER (Special Issue on Integrated Electronics and New System Paradigms)

- Category
- Quantum Devices and Circuits

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Takashi YAMADA, Yoshihito AMEMIYA, "A Multiple-Valued Hopfield Network Device Using Single-Electron Circuits" in IEICE TRANSACTIONS on Electronics,
vol. E82-C, no. 9, pp. 1615-1622, September 1999, doi: .

Abstract: We developd a method of *implementing a multiple-valued Hopfield network on electronic circuits by using single-electron circuit technology*. The single-electron circuit shows quantized behavior in its operation because of the discrete tunnel transport of electrons. It can therefore be successfully used for implementing neuron operation of the multiple-valued Hopfield network. The authors developed a single-electron neuron circuit that can produce the staircase transfer function required for the multiple-valued neuron. A method for constructing a multiple-valued Hopfield network by combining the neuron circuits was also developed. A sample network was designed that solves an example of the quadratic integer-programming problem. And a computer simulation demonstrated that the sample network can converge to its optimal state that represents the correct solution to the problem.

URL: https://global.ieice.org/en_transactions/electronics/10.1587/e82-c_9_1615/_p

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@ARTICLE{e82-c_9_1615,

author={Takashi YAMADA, Yoshihito AMEMIYA, },

journal={IEICE TRANSACTIONS on Electronics},

title={A Multiple-Valued Hopfield Network Device Using Single-Electron Circuits},

year={1999},

volume={E82-C},

number={9},

pages={1615-1622},

abstract={We developd a method of *implementing a multiple-valued Hopfield network on electronic circuits by using single-electron circuit technology*. The single-electron circuit shows quantized behavior in its operation because of the discrete tunnel transport of electrons. It can therefore be successfully used for implementing neuron operation of the multiple-valued Hopfield network. The authors developed a single-electron neuron circuit that can produce the staircase transfer function required for the multiple-valued neuron. A method for constructing a multiple-valued Hopfield network by combining the neuron circuits was also developed. A sample network was designed that solves an example of the quadratic integer-programming problem. And a computer simulation demonstrated that the sample network can converge to its optimal state that represents the correct solution to the problem.},

keywords={},

doi={},

ISSN={},

month={September},}

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TY - JOUR

TI - A Multiple-Valued Hopfield Network Device Using Single-Electron Circuits

T2 - IEICE TRANSACTIONS on Electronics

SP - 1615

EP - 1622

AU - Takashi YAMADA

AU - Yoshihito AMEMIYA

PY - 1999

DO -

JO - IEICE TRANSACTIONS on Electronics

SN -

VL - E82-C

IS - 9

JA - IEICE TRANSACTIONS on Electronics

Y1 - September 1999

AB - We developd a method of

ER -