Items where Division is "Aston University (General)" 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.

Goldberg, Paul W., Williams, Christopher K. I. and Bishop, Christopher M. (1997). Regression with input-dependent noise: A Gaussian process treatment. Advances in Neural Information Processing Systems, 10 , pp. 493-499.

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.

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.

Williams, Christopher K. I., Revow, Michael and Hinton, Geoffrey E. (1997). Instantiating deformable models with a neural net. Computer Vision and Image Understanding, 68 (1), pp. 120-126.

Book Section

Bishop, Christopher M., Hinton, Geoffrey E. and Strachan, Iain G. D. (1997). GTM through time. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, US: IEEE.

Bishop, Christopher M. and Qazaz, Cazhaow S. (1997). Regression with input-dependent noise: A Bayesian treatment. IN: Advances in Neural Information Processing Systems 9. Mozer, Michael C.; Jordan, Michael I. and Petsche, Thomas (eds) Proceeding of the 1996 conference, 9 . SGP: MIT.

Bishop, Christopher M., Svens'en, Markus and Williams, Christopher K. I. (1997). Magnification factors for the GTM algorithm. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, UK: IEEE.

McLachlan, Alan (1997). An improved novelty criterion for resource allocating networks. IN: Fifth International Conference on Artificial Neural Networks. Conference publication, 440 . IEEE.

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.

Vivarelli, Francesco and Williams, Christopher K. I. (1997). Using Bayesian neural networks to classify segmented images. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, UK: Aston University.

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.

Williams, Christopher K. I. (1997). Regression with Gaussian processes. IN: Mathematics of neural networks. Ellacott, Stephen W.; Mason, John C. and Anderson, Iain J. (eds) Operations Research/Computer Science Interfaces Series . Kluwer.

Monograph

Bishop, Christopher M., Svens'en, M., Williams, Christopher K. I., von der Malsburg, C., von Selen, W., Vorbruggen, J. C. and Sendhoff, B. (1997). GTM: A principled alternative to the self-organizing map. Technical Report. Aston University, Birmingham.

Tipping, Michael E. and Bishop, Christopher M. (1997). Probabilistic principal component analysis. Technical Report. Aston University, Birmingham.

Williams, Christopher K. I. (1997). Combining spatially distributed predictions from neural networks. Technical Report. Aston University, Birmingham B4 7ET, UK.

Williams, Christopher K. I. and Barber, David (1997). Bayesian classification with Gaussian processes. Technical Report. Aston University, Birmingham. (Unpublished)

Zhu, Huaiyu, Williams, Christopher K. I., Rohwer, Richard and Morciniec, Michal (1997). Gaussian regression and optimal finite dimensional linear models. Technical Report. Aston University, Birmingham.

Conference or Workshop Item

Bishop, Christopher M., Svens'en, Markus and Williams, Christopher K. I. (1997). Magnification factors for the SOM and GTM algorithms. IN: Proceedings 1997 Workshop on Self-Organizing Maps. 1997-06-04 - 1997-06-06.

Thesis

Chadbourn, Gavin A. (1997). Chloride resistance and durability of cement paste and concrete containing metakaolin. PHD thesis, Aston University.

Charnock, Thomas W. (1997). GIS linked environmental process models. PHD thesis, Aston University.

Hartley, C.B. (1997). Substances hazardous to health:the nature of the expertise associated with competent risk assessment. PHD thesis, Aston University.

Peker, Bena Gul (1997). An Ethnography in Turkish Higher Education: A Collaborative Research Based Approach to Teacher Empowerment (CORBATE). PHD thesis, Aston University.

Pisolkar, Ellen M. (1997). The biological monitoring of impact and recovery in streams following pollution incidents. PHD thesis, Aston University.