Quantum neural nets

被引：31

作者：

Zak, M ^{[1
]}

Williams, CP ^{[1
]}

机构：

[1] CALTECH, Jet Prop Lab, Ultracomp Grp, Ctr Space Microelect Technol, Pasadena, CA 91109 USA

来源：

INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS | 1998年 / 37卷 / 02期

基金：

美国国家航空航天局;

关键词：

Field Theory; Elementary Particle; Quantum Field Theory; Quantum Evolution; Classical Degree;

D O I：

10.1023/A:1026656110699

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

The capacity of classical neurocomputers is limited by the number of classical degrees of freedom, which is roughly proportional to the size of the computer. By contrast, a hypothetical quantum neurocomputer can implement an exponentially larger number of the degrees of freedom within the same size. In this paper an attempt is made to reconcile the linear reversible structure of quantum evolution with nonlinear irreversible dynamics for neural nets.

引用

页码：651 / 684

页数：34

共 8 条

[1] [Anonymous], INT J THEORETICAL PH
[2] Bartlett MS, 1956, INTRO STOCHASTIC PRO
[3] QUANTUM COMPUTATIONAL NETWORKS
DEUTSCH, D
[J]. PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1989, 425 (1868): : 73 - 90
[4] Hertz J., 1991, Introduction to the Theory of Neural Computation
[5] A POTENTIALLY REALIZABLE QUANTUM COMPUTER
LLOYD, S
[J]. SCIENCE, 1993, 261 (5128) : 1569 - 1571
[6] TAUB J, 1992, SCI AM, V46
[7] Williams C. P, 1997, Explorations in Quantum Computing
[8] Dynamical simulations of probabilities
Zak, M
[J]. CHAOS SOLITONS & FRACTALS, 1997, 8 (05) : 793 - 804

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