Items where Division is "Engineering & Applied Sciences > Mathematics" and Year is 1997

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Number of items: 10.

F

Freeman, Jason and Saad, David (1997). Dynamics of on-line learning in radial basis function networks. Physical Review E, 56 (1), pp. 907-918.

Freeman, Jason and Saad, David (1997). On-line learning in radial basis functions networks. Neural Computation, 9 (7), pp. 1601-1622.

R

Rattray, Magnus and Saad, David (1997). Globally optimal on-line learning rules for multi-layer neural networks. Journal of Physics A: Mathematical and General, 30 (22), L771-L776.

Rebollo-Neira, L., Fernandez-Rubio, J. and Plastino, A. (1997). Frames:a maximum entropy statistical estimate of the inverse problem. Journal of Mathematical Physics, 38 (9), pp. 4863-4871.

S

Saad, David and Rattray, Magnus (1997). Globally optimal parameters for on-line learning in multilayer neural networks. Physical Review Letters, 79 (13), pp. 2578-2581.

Saad, David and Solla, Sara A. (1997). On-line learning in multilayer neural networks. IN: Proceedings of the first international conference on mathematics of neural networks : models, algorithms and applications: models, algorithms and applications. Oxford: Kluwer.

W

West, Ansgar H L and Saad, David (1997). Capacity of the upstart algorithm. IN: Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, Stephen W.; Mason, John C. and Anderson, Iain J. (eds) Oxford: Kluwer.

West, Ansgar H. L. and Saad, David (1997). Threshold-induced phase transitions in perceptrons. Journal of Physics A: Mathematical and General, 30 (10), pp. 3471-3496.

West, Ansgar H. L., Saad, David and Nabney, Ian T. (1997). The learning dynamics of a universal approximator. Advances in Neural Information Processing Systems, 9 , pp. 288-294.

West, Ansgar H.L. and Saad, David (1997). On-line learning with adaptive back-propagation in two-layer networks. Physical Review E, 56 (3), pp. 3426-3445.

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