Items where Division is "College of Engineering & Physical Sciences > Systems analytics research institute (SARI)" and Year is 1996

Article

Barber, David, Saad, David and Sollich, Peter (1996). Finite-size effects in on-line learning of multilayer neural networks. Europhysics Letters, 34 (2), pp. 151-156.

Bishop, Christopher M. and Nabney, Ian T. (1996). Modelling conditional probability distributions for periodic variables. Neural Computation, 8 (5), pp. 209-214.

Lowe, David and Tipping, Michael E (1996). Feed-forward neural networks and topographic mappings for exploratory data analysis. Neural Computing and Applications, 4 (2), pp. 83-95.

Rebollo Neira, L. and Constantinides, A.G. (1996). Power spectrum estimation from values of noisy autocorrelations. Signal processing, 50 (3), pp. 223-231.

Saad, David (1996). General gaussian priors for improved generalisation. Neural Networks, 9 (6), pp. 937-945.

Saad, David and Solla, Sara A. (1996). Dynamics of on-line gradient descent learning for multilayer neural networks. Advances in Neural Information Processing Systems, 8 , pp. 302-308.

Saad, David and Solla, Sara A. (1996). Learning with noise and regularizers in multilayer neural networks. Advances in Neural Information Processing Systems, 9 , pp. 260-266.

Book Section

Nabney, Ian T., McLachlan, Alan and Lowe, David (1996). Practical methods of tracking of nonstationary time series applied to real-world data. IN: Applications and science of artificial neural networks II. Rogers, S.K. and Ruck, D.W. (eds) SPIE proceedings, 2760 . USA: SPIE.

West, Ansgar H L and Saad, David (1996). Adaptive back-propagation in on-line learning of multilayer networks. IN: Proceedings of the neural information processing systems. Touretzky, David S; Mozer, Michael C and Hasselmo, Michael E. (eds) Boston: MIT.