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A local training and pruning approach for neural networks

International Journal of Neural Systems

Apr 20, 2001

S J ChangJ Sum

Abstract

The training of neural networks using the extended Kalman filter (EKF) algorithm is plagued by the drawback of high computational complexity and storage requirement that may become prohibitive even for networks of moderate size. In this paper, we present a local EKF training and pruning...read more

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Neural Network Simulation
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A local training and pruning approach for neural networks

International Journal of Neural Systems

Apr 20, 2001

S J ChangJ Sum

PMID: 11307857

DOI: 10.1142/s0129065700000430

Abstract

The training of neural networks using the extended Kalman filter (EKF) algorithm is plagued by the drawback of high computational complexity and storage requirement that may become prohibitive even for networks of moderate size. In this paper, we present a local EKF training and pruning...read more

Mentioned in this Paper

Neural Network Simulation

Similar Papers Found In These Feeds

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

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International Journal of Neural Systems

A local training-pruning approach for recurrent neural networks

International Journal of Neural SystemsMarch 15, 2003
Chi-Sing Leung, Ping-Man Lam
IEEE Transactions on Neural Networks

Memory-efficient fully coupled filtering approach for observational model building

IEEE Transactions on Neural NetworksMarch 3, 2010
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Paper Details
References
  • References3
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