Design of quantum neuron model for quantum neural networks

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Design of quantum neuron model for quantum neural networks

机译：量子神经元模型量子神经的设计网络

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Abstract Quantum neural network is a network which is to be composed of several quantum neurons, which is required to have a certain topological structure. In this article, we propose a new method to encode classical input data into quantum states to represent a quantum neuron, which has a low‐complexity form and can be easily utilized to construct a quantum neural network. The numerical simulation of two classification tasks with the proposed quantum neuron model is conducted to show its validity.

机译：抽象的量子神经网络是一个网络是由几个量子神经元,需要有一定的拓扑是哪一个结构。经典方法编码输入数据量子态来表示一个量子神经元,一个低复杂度的形式,可以很容易地利用量子神经网络构建。两个分类的数值模拟的任务提出了量子神经元模型进行显示其有效性。

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《Quantum Engineering》 |2021年第3期|共11页
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正文语种英语
中图分类理论物理学;
关键词
quanta; Neurons; Neural networkincoming datanew methods;

机译：广达电脑;神经元;神经networkincoming datanew方法;

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机译：University of Nottingham Reports Findings in Networks (Model-Independent Learning of Quantum Phases of Matter with Quantum Convolutional Neural Networks)
4. Investigators from Shenyang Aerospace University Zero in on Mathematics (Qga-qgcnn: a Model of Quantum Gate Circuit Neural Network Optimized By Quantum Genetic Algorithm) [J] . Network Daily News . 2023,第3期

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Design of quantum neuron model for quantum neural networks

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