Memristive crossbar array with applications in image processing  被引量:13

Memristive crossbar array with applications in image processing

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作  者:HU XiaoFang DUAN ShuKai WANG LiDan LIAO XiaoFeng 

机构地区:[1]School of Electronics and Information Engineering, Southwes~ University, Chongqing 400715, China

出  处:《Science China(Information Sciences)》2012年第2期461-472,共12页中国科学(信息科学)(英文版)

基  金:supported by National Natural Science Foundation of China(Grant No.60972155);Natural Science Foundation of Chongqing(Grant No.CSTC2009BB2305);Fundamental Research Funds for the Central Universities(Grant No.XDJK2010C023);National Science Foundation for Post-doctoral Scientists of China(Grant No.CPSF20100470116);Doctoral Foundation of Southwest University(Grant No.SWUB2008074);Teaching Reform Studying Foundation of Higher Education of Chongqing(Grant No.09-2-011);Teaching Reform Studying Foundation of Higher Education of Southwest University(Grant Nos.2009JY053,2010JY070)

摘  要:A memristor is a kind of nonlinear resistor with memory capacity. Its resistance changes with the amount of charge or flux passing through it. As the fourth fundamental circuit element, it has huge potential applications in many fields, and has been expected to drive a revolution in circuit theory. Through numerical simulations and circuitry modeling, the basic theory and properties of memristors are analyzed, and a memristor- based crossbar array is then proposed. The array can realize storage and output for binary, grayscale and color images. A series of computer simulations demonstrates the effectiveness of the proposed scheme. Owing to the advantage of the memristive crossbar array in parallel information processing, the proposed method is expected to be used in high-speed image processing.A memristor is a kind of nonlinear resistor with memory capacity. Its resistance changes with the amount of charge or flux passing through it. As the fourth fundamental circuit element, it has huge potential applications in many fields, and has been expected to drive a revolution in circuit theory. Through numerical simulations and circuitry modeling, the basic theory and properties of memristors are analyzed, and a memristor- based crossbar array is then proposed. The array can realize storage and output for binary, grayscale and color images. A series of computer simulations demonstrates the effectiveness of the proposed scheme. Owing to the advantage of the memristive crossbar array in parallel information processing, the proposed method is expected to be used in high-speed image processing.

关 键 词:MEMRISTOR crossbar array modeling and simulation image storage image output 

分 类 号:TP391.41[自动化与计算机技术—计算机应用技术] TM13[自动化与计算机技术—计算机科学与技术]

 

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