کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10322082 660813 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Pulse coupled neural networks and its applications
ترجمه فارسی عنوان
پالس شبکه های عصبی و برنامه های کاربردی آن را به هم متصل می کند
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
This paper surveys the extensive usage of pulse coupled neural networks. The visual cortex system of mammalians was the backbone for the development of pulse coupled neural network. PCNN (Pulse Coupled Neural Networks) is unique from other techniques due to its synchronous pulsed output, adjustable threshold and controllable parameters. is Hence the uniqueness of this network utilized in the fields of image processing. The basic model of PCNN and the consecutive changes implemented, to strengthen the pulse coupled neural network are discussed initially. Then the applications of PCNN are broadly discussed. The other miscellaneous applications utilizing pulse coupled neural networks are thrown light in the last section.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 41, Issue 8, 15 June 2014, Pages 3965-3974
نویسندگان
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