標題: Design and Analysis of a CMOS Ratio-Memory Cellular Nonlinear Network (RMCNN) Requiring No Elapsed Time
作者: Wu, Chung-Yu
Chen, Sheng-Hao
Wu, Yu
電機學院
College of Electrical and Computer Engineering
關鍵字: Cellular nonlinear networks (CNN);CMOS;elapsed time;ratio memory cellular nonlinear networks (RMCNN)
公開日期: 1-六月-2010
摘要: A CMOS ratio-memory cellular nonlinear network (RMCNN) requiring no elapsed time is proposed. The correlations between any two neighboring cells are stored in the memories. The ratio weights of each cell are generated through a comparison of the four correlations around one cell with the mean value of these four correlations. With this method, the elapsed time required by the previously existing RMCNN algorithm is no longer required and, therefore, the ratio weights can be generated individually. Moreover, the use of multi-dividers can be avoided to make the circuit simple. Based on the proposed algorithm, a CMOS RMCNN chip requiring no elapsed time has been designed and fabricated using TSMC 0.35-mu m 2P4M mixed-signal technology. In the fabricated chip, three test patterns can be learned and recognized.
URI: http://dx.doi.org/10.1109/TCSI.2009.2031704
http://hdl.handle.net/11536/5296
ISSN: 1549-8328
DOI: 10.1109/TCSI.2009.2031704
期刊: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
Volume: 57
Issue: 6
起始頁: 1348
結束頁: 1357
顯示於類別:期刊論文


文件中的檔案:

  1. 000281783800022.pdf