✦ LIBER ✦

On the Kalman filtering method in neural network training and pruning

✍ Scribed by Sum, J.; Chi-Sing Leung; Young, G.H.; Wing-Kay Kan

Book ID: 118157374
Publisher: IEEE
Year: 1999
Tongue: English
Weight: 181 KB
Volume: 10
Category: Article
ISSN: 1045-9227
DOI: 10.1109/72.737502

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Training radial basis neural networks wi

Training radial basis neural networks with the extended Kalman filter

✍ Dan Simon 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 216 KB

Extended Kalman Filter Training of Neura

Extended Kalman Filter Training of Neural Networks on a SIMD Parallel Machine

✍ Shuhui Li; Donald C. Wunsch; Edgar O'Hair; Michael G. Giesselmann 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 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

Use of periodic and monotonic activation

Use of periodic and monotonic activation functions in multilayer feedforward neural networks trained by extended Kalman filter algorithm

✍ Wong, K.-W.; Leung, C.-S.; Chang, S.-J. 📂 Article 📅 2002 🏛 The Institution of Electrical Engineers 🌐 English ⚖ 603 KB

Kalman filters and neural-network scheme

Kalman filters and neural-network schemes for sensor validation in flight control systems

✍ Napolitano, M.R.; Windon, D.A.; Casanova, J.L.; Innocenti, M.; Silvestri, G. 📂 Article 📅 1998 🏛 IEEE 🌐 English ⚖ 360 KB

A recursive algorithm based on the exten

A recursive algorithm based on the extended Kalman filter for the training of feedforward neural models

✍ Isabelle Rivals; Léon Personnaz 📂 Article 📅 1998 🏛 Elsevier Science 🌐 English ⚖ 261 KB

A neural network learning algorithm of c

A neural network learning algorithm of chemical process modeling based on the extended Kalman filter

✍ Huizhong Yang; Jiang Li; Feng Ding 📂 Article 📅 2007 🏛 Elsevier Science 🌐 English ⚖ 259 KB