Minimizing risk using prediction uncertainty in neural network estimation fusion and its application to papermaking. - Edwards, Peter J.; Peacock, Andrew M.; Renshaw, David S.; Hannah, John M.; Murray, Alan F. (IEEE Trans. Neural Networks, 2002)

Confidence estimation methods for neural networks: a practical comparison. - Papadopoulos, Georgios; Edwards, Peter J.; Murray, Alan F. (IEEE Trans. Neural Networks, 2001)

A Study of Early Stopping and Model Selection Applied to the Papermaking Industry. - Edwards, Peter J.; Murray, Alan F. (Int. J. Neural Syst., 2000)

Confidence estimation methods for neural networks : a practical comparison. - Papadopoulos, Georgios; Edwards, Peter J.; Murray, Alan F. (2000)

Committee formation for reliable and accurate neural prediction in industry. - Edwards, Peter J.; Murray, Alan F. (2000)

The application of neural networks to the papermaking industry. - Edwards, Peter J.; Murray, Alan F.; Papadopoulos, Georgios; Wallace, A. Robin; Barnard, John; Smith, Gordon (IEEE Trans. Neural Networks, 1999)

The application of neural networks to the paper-making industry. - Edwards, Peter J.; Murray, Alan F.; Papadopoulos, Georgios; Wallace, A. Robin; Barnard, John (1999)

Towards Optimally Distributed Computation. - Edwards, Peter J.; Murray, Alan F. (Neural Comput., 1998)

Weight saliency regularization in augmented networks. - Edwards, Peter J.; Murray, Alan F. (1998)

Penalty terms for fault tolerance. - Edwards, Peter J.; Murray, Alan F. (1997)

Modelling weight- and input-noise in MLP learning. - Edwards, Peter J.; Murray, Alan F. (1996)

Can deterministic penalty terms model the effects of synaptic weight noise on network fault-tolerance? - Edwards, Peter J.; Murray, Alan F. (Int. J. Neural Syst., 1995)

Analogue imprecision in MLPs implications and learning improvements. - Edwards, Peter J. (1994)

Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training. - Murray, Alan F.; Edwards, Peter J. (IEEE Trans. Neural Networks, 1994)

Pulse Stream Vlsi Circuits And Systems: The Epsilon Neural Network Chipset. - Hamilton, Alister; Churcher, Stephen; Edwards, Peter J.; Jackson, Geoffrey Bruce; Murray, Alan F.; Reekie, H. Martin (Int. J. Neural Syst., 1993)

Analogue Synaptic Noise - Implications And Learning Improvements. - Edwards, Peter J.; Murray, Alan F. (Int. J. Neural Syst., 1993)

Synaptic weight noise during multilayer perceptron training: fault tolerance and training improvements. - Murray, Alan F.; Edwards, Peter J. (IEEE Trans. Neural Networks, 1993)

Synaptic Weight Noise During MLP Learning Enhances Fault-Tolerance, Generalization and Learning Trajectory. - Murray, Alan F.; Edwards, Peter J. (1992)