Items where Division is "College of Engineering & Physical Sciences > Systems analytics research institute (SARI)" and Year is 1999

Article

Chattopadhyay, Amit Kr. (1999). Nonlocal Kardar-Parisi-Zhang equation with spatially correlated noise. Physical Review E, 60 (1), pp. 293-296.

Cornford, Dan, Nabney, Ian T. and Williams, Christopher K. I. (1999). Adding constrained discontinuities to Gaussian process models of wind fields. Advances in Neural Information Processing Systems, 11 , pp. 861-867.

Kabashima, Yoshiyuki and Saad, David (1999). Statistical mechanics of error-correcting codes. Europhysics Letters, 45 (1), pp. 97-103.

Kanter, Ido and Saad, David (1999). Error-correcting codes that nearly saturate Shannon's bound. Physical Review Letters, 83 (13), pp. 2660-2663.

Lowe, David and Zapart, Krzysztof (1999). Point-wise confidence interval estimation by neural networks: A comparative study based on automotive engine calibration. Neural Computing and Applications, 8 (1), pp. 77-85.

Rattray, M. and Saad, D. (1999). Analysis of natural gradient descent for multilayer neural networks. Physical Review E, 59 (4), pp. 4523-4532.

Scarpetta, Silvia and Saad, David (1999). On-line learning of unrealizable tasks. Physical Review E, 60 (5), pp. 5902-5911.

Vicente, Renato, Saad, David and Kabashima, Yoshiyuki (1999). Finite connectivity systems as error-correcting codes. Physical Review E, 60 (5), pp. 5352-5366.

Book Section

Azzouzi, Mehdi and Nabney, Ian T. (1999). Modelling financial time series with switching state space models. IN: Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering. Port Jefferson, NY: IEEE.

Azzouzi, Mehdi and Nabney, Ian T. (1999). Time delay estimation with hidden Markov models. IN: Ninth International Conference on Artificial Neural Networks, 1999 (ICANN). Edinburgh, UK: IEEE.

Hjorth, Lars U. and Nabney, Ian T. (1999). Regularisation of mixture density networks. IN: Ninth International Conference on Artificial Neural Networks, 1999. IET conference publications, 2 . GBR: IET.

Kabashima, Yoshiyuki and Saad, David (1999). The belief in TAP. IN: Advances in Neural Information Processing Systems 11. Kearns, Michael J.; Solla, Sara A. and Cohn, David (eds) Proceeding of the 1998 Conference, 11 . Cambridge MA: MIT.

Opper, Manfred and Winther, Ole (1999). A Bayesian approach to on-line learning. IN: On-line learning in neural networks. Saad, David (ed.) Publications of the Newton Institute . Cambridge: Cambridge University Press.

Rattray, Magnus and Saad, David (1999). Incorporating curvature information into on-line learning. IN: On-line learning in neural networks. Saad, David (ed.) Publications of the Newton Institute . Isaac Newton Institute, Cambridge: Cambridge University Press.

Scarpetta, Silvia, Rattray, Magnus and Saad, David (1999). Natural gradient matrix momentum. IN: Ninth International Conference on Artificial Neural Networks, ICANN 99. Conference Publication, 1 . Edinburgh UK: IEEE.

Monograph

Cornford, Dan, Nabney, Ian T. and Bishop, Christopher M. (1999). Neural network-based wind vector retrieval from satellite scatterometer data. Technical Report. Aston University, Birmingham.

Saad, David (1999). Final report on EPSRC research grant GR/L19232. Project Report. Aston University, Aston University, Birmingham B4 7ET, UK.

Conference or Workshop Item

Nabney, Ian T. (1999). Efficient training of RBF networks for classification. IN: 9th International Conference on Artificial Neural Networks. 1999-09-07 - 1999-09-07.