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

Rattray, Magnus and Shapiro, Jon (1996). The dynamics of a genetic algorithm for a simple learning problem. Journal of Physics A: Mathematical and General, 29 (23), pp. 7451-7473.

Revow, M., Williams, C. K. I. and Hinton, G. E. (1996). Using generative models for handwritten digit recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18 (6), pp. 592-606.

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.

Zhu, Huaiyu and Rohwer, Richard (1996). Bayesian regression filter and the issue of priors. Neural Computing and Applications, 4 (3), pp. 130-142.

Book Section

Bishop, Christopher M., Svens'en, M. and Williams, Christopher K. I. (1996). EM optimization of latent-variable density models. IN: Advances in Neural Information Processing Systems 8. Touretzky, D. S.; Mozer, M. C. and Hasselmo, M. E. (eds) CHN: MIT.

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.

Williams, C. K. I. and Rasmussen, C. E. (1996). Gaussian processes for regression. IN: Advances in Neural Information Processing Systems 8. Touretzky, D. S.; Mozer, M. C. and Hasselmo, M. E. (eds) MIT.

Williams, Christopher K. I. (1996). Computing with infinite networks. IN: Advances in Neural Information Processing Systems. Mozer, M. C.; Jordan, M. I. and Petsche, T. (eds) Proceesing of the 1996 conference . GBR: MIT.

Zhu, Huaiyu and Rohwer, Richard (1996). Using ancillary statistics in on-line learning algorithms. IN: Proceedings of the 1996 International Conference on Neural Information Processing. Amari, S I; Xu, L; Chan, L W; King, I and Leung, K S (eds) Springer.

Monograph

Bishop, Christopher M. (1996). Neural networks: a pattern recognition perspective. Technical Report. Aston University, Birmingham.

Goldberg, Paul W. (1996). The exact sample complexity of PAC-learning problems with unit VC dimension. Working Paper. Aston University, Aston Triangle, Birmingham B4 7ET, UK. (Unpublished)

Thesis

Aannaque, Abdeslam (1996). Kineto-elastodynamic analysis of high-speed four-bar mechanism. PHD thesis, Aston University.

Akram, Mohammed (1996). Bonding mechanism in a new refractory castable. PHD thesis, Aston University.

Aston, Robert L. (1996). A legal perspective of integrated surface mining, solid waste landfill reclamation and land conservation. PHD thesis, Aston University.

Richards, Keith (1996). Opening the staffroom door:aspects of collaborative interaction in a small language school. PHD thesis, Aston University.