Three-dimensional Quantum Cellular Neural Network and Its Application to Image Processing

被引：0

作者：

Wang, Sen ^{[1
]}

Cai, Li ^{[1
]}

Cui, Huanqing ^{[1
]}

Feng, Chaowen ^{[1
]}

Yang, Xiaokuo ^{[1
]}

机构：

[1] Air Force Engn Univ, Sci Coll, Xian 710051, Shaanxi, Peoples R China

来源：

2017 16TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS 2017) | 2017年

基金：

中国国家自然科学基金;

关键词：

image processing; quantum cellular neural network; cellular neural network; quantum cellular automata; SYSTEM; ARRAYS;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A three-dimensional quantum cellular neural network is proposed by using the quantum cellular automata as neuron cells. The three-dimensional quantum cellular neural network consists of two layers of quantum cellular automata array and possesses the A cloning template, B cloning template, and threshold. The image processing functions such as hole filling and corner detecting were performed by using the polarization of quantum cellular automata as pixel value and selecting different cloning templates and thresholds. The SIMULINK model is employed to simulate image processing functions and the simulation results demonstrate the effectiveness of the proposed quantum cellular neural networks.

引用

页码：411 / 415

页数：5

共 12 条

[1] CELLULAR NEURAL NETWORKS - THEORY [J].

CHUA, LO ;

YANG, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272

[2] Signal processing with near-neighbor-coupled time-varying quantum-dot arrays [J].

Csurgay, AI ;

Porod, W ;

Lent, CS .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2000, 47 (08) :1212-1223

[3] Nanoscale system dynamical behaviors: From quantum-dot-based cell to 1-D arrays [J].

Fortuna, L ;

La Rosa, M ;

Nicolosi, D ;

Porto, D .

IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2004, 12 (11) :1167-1173

[4] Magnetic cellular nonlinear network with spin wave bus for image processing [J].

Khitun, Alexander ;

Bao, Mingqiang ;

Wang, Kang L. .

SUPERLATTICES AND MICROSTRUCTURES, 2010, 47 (03) :464-483

[5] Quantum cellular automata [J].

Lent, Craig S. ;

Tougaw, P.Douglas ;

Porod, Wolfgang ;

Bernstein, Gary H. .

Nanotechnology, 1993, 4 (01) :49-57

[6] CNN-Based Food Image Segmentation Without Pixel-Wise Annotation [J].

Shimoda, Wataru ;

Yanai, Keiji .

NEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS, 2015, 9281 :449-457

[7] Quantum cellular neural networks [J].

Toth, G ;

Lent, CS ;

Tougaw, PD ;

Brazhnik, Y ;

Weng, WW ;

Porod, W ;

Liu, RW ;

Huang, YF .

SUPERLATTICES AND MICROSTRUCTURES, 1996, 20 (04) :473-478

[8]

Wang S, 2008, CHINESE PHYS B, V17, P2837, DOI 10.1088/1674-1056/17/8/015

[9] 量子细胞神经网络的混沌函数投影同步 [J].

王森 ;

蔡理 ;

张斌 ;

赵红言 .

微纳电子技术, 2016, 53 (01) :7-12+35

[10]

Wang S, 2014, 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), P4040, DOI 10.1109/WCICA.2014.7053391

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