Basic property of a quantum neural network composed of Kane's qubits

被引:0
|
作者
Nakamiya, Y [1 ]
Kinjo, M [1 ]
Takahashi, O [1 ]
Sato, S [1 ]
Nakajima, K [1 ]
机构
[1] Tohoku Univ, Elect Commun Res Inst, Lab Brainware Syst, Lab Nanoelect & Spintron, Sendai, Miyagi 9808577, Japan
关键词
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It has been known a variety of optimization problems can be solved with a neural network, and a quantum computer executes real parallel computation. A quantum neura network has been proposed in order to incorporate quantum dynamics. In this paper, we test the possibility of real implementation of a quantum neural network with a nuclear spin as a qubit. First, we introduce the relation between spin and neuron, then describe the adiabatic Hamiltonian evolution applied for the state change. Next, we describe a real spin quantum system and show the simulation results. A nuclear spin system proposed by Kane behaves as a neuron with inhibitory interactions as expected in analogy to a Hoptield network.
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页码:1104 / 1107
页数:4
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