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

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.

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

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.

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). Statistical mechanics of error-correcting codes. Europhysics Letters, 45 (1), pp. 97-103.

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.

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.

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.

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

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.

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

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.

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.