Items where Division is "College of Engineering & Physical Sciences > Systems analytics research institute (SARI)" and Year is 1997

Article

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.

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.

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.

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.

Book Section

Nabney, Ian T., Paven, Mickael J S, Eldridge, Richard C and Lee, Clive (1997). Practical assessment of neural network applications. IN: SafeComp 97: Proceedings of the 16th International Conference on Computing Safety, Reliability and Security. Daniel, Peter (ed.) London: Springer.

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.

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.

Monograph

Cornford, Dan (1997). Splines and vector splines. Technical Report. Aston University, Aston Triangle, BIRMINGHAM, UK.

Cornford, Dan (1997). Surface wind fields (on Earth). Technical Report. Aston University, Birmingham, UK. (Unpublished)

Conference or Workshop Item

Nabney, Ian T. and Cheng, H. W. (1997). Estimating conditional volatility with neural networks. IN: Fourth Internation Conference: Forecasting Financial Markets. 1997-01-01 - 1997-01-01.