Items where Division is "College of Engineering & Physical Sciences > Systems analytics research institute (SARI)" and Year is 1998

A

Azzouzi, Mehdi and Nabney, Ian T. (1998). Analysing time series structure with hidden Markov models. IN: Proceedings of the 1998 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing VIII, 1998. Constantinides, Tony; Kung, S. Y.; Niranjan, Mahesan and Wilson, Elizabeth (eds) Proceedings of the 1998 IEEE Signal Processing Society Workshop, 8 . Cambridge, UK: IEEE.

Azzouzi, Mehdi and Nabney, Ian T. (1998). Delay estimation for multivariate time series. Technical Report. Aston University, Aston University, Birmingham, UK.

B

Basu, C., Canali, C.M., Kravtsov, V.E. and Yurkevich, I.V. (1998). Level curvature distribution and the structure of eigenfunctions in disordered systems. Physical Review B, 57 (22), pp. 14174-14191.

C

Cornford, Dan (1998). Flexible Gaussian process wind field models. Technical Report. Aston University, Birmingham.

Cornford, Dan (1998). Non-zero mean Gaussian process prior wind field models. Technical Report. Aston University, Birmingham.

Cornford, Dan (1998). Random field models and priors on wind. Technical Report. Aston University, Birmingha.

Cornford, Dan and Nabney, Ian T. (1998). NEUROSAT: an overview. Technical Report. Aston University, Birmingham.

Cornford, Dan, Nabney, Ian T. and Williams, Christopher K. I. (1998). Bayesian inference for wind field retrieval. Technical Report. Aston University, Birmingham.

Cornford, Dan, Nabney, Ian T., Williams, Christopher K. I., Kearns, Michael S., Solla, Sara A. and Cohn, David A. (1998). Adding constrained discontinuities to Gaussian process models of wind fields. Technical Report. Aston University, Birmingham.

Cornford, Dan, Ramage, Guillaume and Nabney, Ian T. (1998). A scatterometer neural network sensor model with input noise. Technical Report. Aston University, Birmingham.

E

Evans, David J., Cornford, Dan and Nabney, Ian T. (1998). Structured neural network modelling of multi-valued functions for wind retrieval from scatterometer measurements. Technical Report. Aston University, Birmingham.

K

Kabashima, Yoshiyuki and Saad, David (1998). Belief propagation vs. TAP for decoding corrupted messages. Europhysics Letters, 44 (5), pp. 668-674.

L

Lesch, Ragnar H. and Lowe, David (1998). Towards a framework for combining stochastic and deterministic descriptions of nonstationary financial time series. IN: Proceedings of the 1998 IEEE Signal Processing Society Workshop Neural Networks for Signal Processing VIII, 1998. Constantinides, Tony; Kung, S. Y.; Niranjan, Mahesan and Wilson, Elizabeth (eds) Proceedings of the 1998 IEEE Signal Processing Society Workshop, 8 . Cambridge, UK: IEEE.

R

Rattray, Magnus and Saad, David (1998). Globally optimal on-line learning rules. Advances in Neural Information Processing Systems, 10 , pp. 322-328.

Rattray, Magnus and Saad, David (1998). Transients and asymptotics of natural gradient learning. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L.; Boden, M. and Ziemke, T. (eds) Springer.

Rattray, Magnus and Saad, David (1998). The dynamics of matrix momentum. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, Lars F.; Boden, Mikael B. and Ziemke, Tom (eds) Springer.

Rebollo - Neira, Laura, Constantinides, Anthony G. and Stathaki, Tania (1998). Signal representation for compression and noise reduction through frame-based wavelets. IEEE Transactions on Signal Processing, 46 (3), pp. 587-597.

Rebollo - Neira, Laura, Plastino, A. and Fernandez-Rubio, J. (1998). On the q=1/2 non-extensive maximum entropy distribution. Physica A, 258 (3-4), pp. 458-465.

Rebollo - Neira, Laura, Plastino, A. and Fernandez-Rubio, J. (1998). A non-extensive maximum entropy based regularization method for bad conditioned inverse problems. Physica A, 261 (3-4), pp. 555-568.

S

Saad, David and Rattray, Magnus (1998). Globally optimal learning rates in multilayer neural networks. Philosophical Magazine Part B, 77 (5), pp. 1523-1530.

Saad, David and Rattray, Magnus (1998). Learning with regularizers in multilayer neural networks. Physical Review E, 57 (2), pp. 2170-2176.

W

West, Ansgar H.L. and Saad, David (1998). The role of biases in on-line learning of two-layer networks. Physical Review E, 57 (3), pp. 3265-3291.