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Training radial basis neural networks with the extended Kalman filter

โœ Scribed by Dan Simon


Book ID
114296042
Publisher
Elsevier Science
Year
2002
Tongue
English
Weight
216 KB
Volume
48
Category
Article
ISSN
0925-2312

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Extended Kalman Filter Training of Neura
โœ Shuhui Li; Donald C. Wunsch; Edgar O'Hair; Michael G. Giesselmann ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 260 KB

The extended Kalman filter (EKF) algorithm has been shown to be advantageous for neural network trainings. However, unlike the backpropagation (BP), many matrix operations are needed for the EKF algorithm and therefore greatly increase the computational complexity. This paper presents a method to do