Bounding NBLM neighbourhood's adequate sizes

• Published in: Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02 Vol. 4; pp. 1676 - 1679 vol.4
• Main Authors: Mayoral, R., Lera, G.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2002
• Subjects: Computational efficiency; Computational modeling; Costs; Error correction; Jacobian matrices; Neural networks; Optimization methods; Parameter estimation; Performance analysis; Testing

We try to address the problem of a priori selection of the adequate size for NBLM neighbourhoods. The application of the concept of neural neighbourhood to the Levenberg-Marquardt optimization method led us to the development of the NBLM algorithm. When this algorithm is used, there can be neighbour...