کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
425758 685844 2006 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fixed-point neural independent component analysis algorithms on the orthogonal group
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Fixed-point neural independent component analysis algorithms on the orthogonal group
چکیده انگلیسی

Fixed-point algorithms for neural-network learning have gained increasing interest over recent years. In blind signal processing by neural systems, they normally appear in the literature as one-unit learning rules. The aim of the present short contribution is to introduce some fully-parallel (multi-unit) learning algorithms on the group of orthogonal matrices to be applied to independent component analysis.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 22, Issue 4, March 2006, Pages 430–440
نویسندگان
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