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Training Algorithm ...
Training Algorithm for Extra Reduced Size Lattice-Ladder Multilayer Perceptrons
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- Navakauskas, Dalius (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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(creator_code:org_t)
- Linköping : Linköping University Electronic Press, 2003
- Engelska 14 s.
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Serie: LiTH-ISY-R, 1400-3902 ; 2499
- Relaterad länk:
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Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- lattice–ladder filter
- lattice–ladder multilayer perceptron
- adaptation
- gradient adaptive lattice algorithms.
- Automatic control
- Reglerteknik
Publikations- och innehållstyp
- vet (ämneskategori)
- rap (ämneskategori)