کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
408277 | 679015 | 2011 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Chaos control and associative memory of a time-delay globally coupled neural network using symmetric map
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Chaos control and associative memory of a time-delay globally coupled neural network using symmetric map Chaos control and associative memory of a time-delay globally coupled neural network using symmetric map](/preview/png/408277.png)
چکیده انگلیسی
A chaotic neural network called time-delay globally coupled neural network using symmetric map (TDSG) is proposed for information processing applications. Firstly, its rich dynamic behaviors are exhibited and the output stability is demonstrated by using a parameter modulated control method. Secondly, the associative memory of TDSG is investigated by the control method. It is observed that the stable output sequence only contains stored pattern and its reverse pattern and the TDSG finally converges to the stored pattern which has the smallest Hamming distance to the initial patterns with noise. At last, strong information recovery ability of the TDSG is illustrated by comparative experiments.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 74, Issue 10, May 2011, Pages 1673–1680
Journal: Neurocomputing - Volume 74, Issue 10, May 2011, Pages 1673–1680
نویسندگان
Tao Wang, Kejun Wang, Nuo Jia,