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Training Algorithm ...
Training Algorithm for Extra Reduced Size Lattice-Ladder Multilayer Perceptrons
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- Navakauskas, Dalius (author)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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(creator_code:org_t)
- Linköping : Linköping University Electronic Press, 2003
- English 14 s.
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Series: LiTH-ISY-R, 1400-3902 ; 2499
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Abstract
Subject headings
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- A quick gradient training algorithm for a specific neural network structure called an extra reduced size lattice-ladder multilayer perceptron is introduced. Presented derivation of the algorithm utilizes recently found by author simplest way of exact computation of gradients for rotation parameters of lattice-ladder filter. Developed neural network training algorithm is optimal in terms of minimal number of constants, multiplication and addition operations, while the regularity of the structure is also preserved.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Keyword
- lattice–ladder filter
- lattice–ladder multilayer perceptron
- adaptation
- gradient adaptive lattice algorithms.
- Automatic control
- Reglerteknik
Publication and Content Type
- vet (subject category)
- rap (subject category)
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