کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
425759 685844 2006 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A differential approach to solve the inverse eigenvalue problem derived from a neural network
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
A differential approach to solve the inverse eigenvalue problem derived from a neural network
چکیده انگلیسی

We consider the problem of designing a general additive neural network which possesses prescribed equilibria. The relation between this design problem and a problem of generating a matrix with specified eiegenvalues, which maps a given set of vectors of another given set, is investigated. The obtained inverse eigenvalue problem is then solved using a gradient flow approach. Working with discretisation of systems of differential equations allows to preserve the original dimension of the problem and could give the possibility of constructing adaptive schemes faster than algebraic one.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 22, Issue 4, March 2006, Pages 441–446
نویسندگان
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