Adaptive regularizer for recursive neural network training algorithms

Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, CSE Workshops 2008

Volumn , Issue , 2008, Pages 89-94

  Asirvadam, Vijanth S ^a  

^a DEPARTMENT OF CHEMICAL ENGINEERING   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS; RECURSIVE FUNCTIONS; TECHNICAL PRESENTATIONS;

LEVENBERG-MARQUARDT; MULTILAYER PERCEPTIONS; NOVEL APPLICATIONS; PARAMETER CORRECTIONS; RECURSIVE NEURAL NETWORKS;

ADAPTIVE ALGORITHMS;

EID: 55849101672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSEW.2008.55     Document Type: Conference Paper

References (8)

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2. S.C. Douglas and Meng Teresa H.Y. "Linearized Least-Square Training of Multilayer Feedforward Neural Networks" Proceedings of International Joint Conference Neural Networks, vol. 1, pp. 307-312, 1991.
3. S. Chen, CRN. Cowan, S.A. Billings and P.M Grant, " Parallel recursive prediction error algorithm for training layered networks ", Int. Journal of control, vol 51. no. 6, pp 1215- 1228, 1990.
4. S.H. Ngia and J. Sjöberg, "Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm", IEEE Transactions on Signal Processing, vol. 48, no. 7, pp. 1915-1927, July 2000.
5. V.S Asirvadam, S.F. McLoone and G.W. Irwin, 'Parallel and Separable Recursive Levenberg-Marquardt Training Algorithm', Proceeding of IEEE Workshop on Neural Networks for Signal Processing IIX, pp. 129-138, Sept. 4-6, 2002, Martigny, Switzerland.
6. L. Ljung and T. Söderström, "Theory and Practice of Recursive Identification", MIT, Cambridge, MA, 1983.
7. th November 2007.
8. V.Asirvadam and McLoone S. "Hybrid Recursive Training Algorithms for Fixed Size MLP-Networks: A Survey" Proceedings of the 17th Irish Conference on Artificial Intelligence and Cognitive Science, Queen's University Belfast, Belfast, pp. 151-160, September 11-13, 2006.