Image Compression by Layered Quantum Neural Networks

被引：0
|
作者：
Noriaki Kouda
Nobuyuki Matsui
Haruhiko Nishimura
机构：
[1] Himeji Institute of Technology,Department of Computer Engineering, Graduate School of Engineering
来源：
Neural Processing Letters | 2002年 / 16卷
关键词：
back propagation; image compression; neural network; quantum computation; qubit;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
We have proposed the qubit neuron model as a new scheme in non-standard computing. Identification problems have been investigated on neural networks constructed by this qubit neuron model, and we have found high processing abilities of them. In this paper, we evaluate the performance of the quantum neural network of large size in image compression problems to estimate the utility for the practical applications comparing with the conventional network consists of formal neuron model.
引用
收藏
页码：67 / 80
页数：13
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