Quantum neural network

Known as: QNN, Quantum neural networks 
Quantum neural networks (QNNs) are neural network models which are based on the principles of quantum mechanics. There are two different approaches… (More)
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Papers overview

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2018
2018
We introduce a general method for building neural networks on quantum computers. The quantum neural network is a variational… (More)
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2016
2016
In this work, we propose a quantum neural network named quantum perceptron over a field (QPF). Quantum computers are not yet a… (More)
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2006
2006
This paper combines quantum computation with conventional artificial neural network theory to present a novel network - self… (More)
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2003
2003
Mostproposalsfor quantumneuralnetworkshaveskippedovertheproblemof how to train thenetworks.Themechanicsof quantumcomputing… (More)
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2001
2001
It is suggested that a quantum neural network (QNN), a type of artificial neural network, can be built using the principles of… (More)
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2001
2001
This paper initiates the study of quantum computing within the constraints of using a polylogarithmic (O(log n), k \ 1) number of… (More)
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2000
2000
This chapter outlines the research, development and perspectives of quantum neural networks – a burgeoning new field which… (More)
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2000
2000
We explore by simulation ways in which an array of quantum dot molecules could serve as a quantum neural computer. First, we show… (More)
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Highly Cited
2000
Highly Cited
2000
It is shown by classical simulation and experimentation that quantum arti®cial neural networks (QUANNs) are more ecient and in… (More)
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Highly Cited
1997
Highly Cited
1997
This paper introduces quantum neural networks (QNNs), a class of feedforward neural networks (FFNNs) inherently capable of… (More)
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