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

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**14**.

## C

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(Unpublished)

## 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.

## N

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.

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.

## 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.