文章基本信息

标题：A Study on Quantum Inspired Hybrid Neural Networks Model
本地全文：下载
作者：Sitakanta Nayak ; Shaktikanta Nayak
期刊名称：International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN：2277-6451
电子版ISSN：2277-128X
出版年度：2013
卷号：3
期号：6
出版社：S.S. Mishra
摘要：Quantum Neural Networks is one of the new concept which exploits the advantages of both traditional neural networks and concept of quantum computation. A simple hybrid three layer quantum neural networks model is studied, which is composed of both quantum and traditional neurons. The weight of the quantum neuron is quantum bits and its transforming function is an inner product operator. The input and output layers are composed of traditional neurons and hidden layer is composed of quantum neurons. This hybrid model takes the advantages of inbuilt parallelism, high efficiency of quantum computation and non linear computation of traditional neural networks.
关键词：Quantum neural networks; Quantum neuron; Hybrid neural network; Quantum computing; Quantum