Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions

Artem N. Chernodub. Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions. In Valeri Mladenov, Petia D. Koprinkova-Hristova, G√ľnther Palm, Alessandro E. P. Villa, Bruno Appollini, Nikola Kasabov, editors, Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings. Volume 8131 of Lecture Notes in Computer Science, pages 138-145, Springer, 2013. [doi]

Abstract

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