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

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

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

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

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

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

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

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

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

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

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

The application of neural networks to the paper-making industry. - Peter J. Edwards; Alan F. Murray; Georgios Papadopoulos 001; A. Robin Wallace; John Barnard (ESANN, 1999)

The application of neural networks to the papermaking industry. - Peter J. Edwards; Alan F. Murray; Georgios Papadopoulos 001; A. Robin Wallace; John Barnard; Gordon Smith (IEEE Trans. Neural Networks, 1999)

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

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

Confidence estimation methods for neural networks: a practical comparison. - Georgios Papadopoulos 001; Peter J. Edwards; Alan F. Murray (IEEE Trans. Neural Networks, 2001)

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