Peter J. Edwards

Publication Activity (10 Years)

Years Active: 1992-2002
Publications (10 Years): 0

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Peter J. Edwards, Andrew M. Peacock, David S. Renshaw, John M. Hannah, Alan F. Murray
Minimizing risk using prediction uncertainty in neural network estimation fusion and its application to papermaking. IEEE Trans. Neural Networks 13 (3) (2002)
Georgios Papadopoulos, Peter J. Edwards, Alan F. Murray
Confidence estimation methods for neural networks: a practical comparison. IEEE Trans. Neural Networks 12 (6) (2001)
Peter J. Edwards, Alan F. Murray
Committee formation for reliable and accurate neural prediction in industry. ESANN (2000)
Georgios Papadopoulos, Peter J. Edwards, Alan F. Murray
Confidence estimation methods for neural networks : a practical comparison. ESANN (2000)
Peter J. Edwards, Alan F. Murray
A Study of Early Stopping and Model Selection Applied to the Papermaking Industry. Int. J. Neural Syst. 10 (1) (2000)
Peter J. Edwards, Alan F. Murray, Georgios Papadopoulos, A. Robin Wallace, John Barnard
The application of neural networks to the paper-making industry. ESANN (1999)
Peter J. Edwards, Alan F. Murray, Georgios Papadopoulos, A. Robin Wallace, John Barnard, Gordon Smith
The application of neural networks to the papermaking industry. IEEE Trans. Neural Networks 10 (6) (1999)
Peter J. Edwards, Alan F. Murray
Towards Optimally Distributed Computation. Neural Comput. 10 (4) (1998)
Peter J. Edwards, Alan F. Murray
Weight saliency regularization in augmented networks. ESANN (1998)
Peter J. Edwards, Alan F. Murray
Penalty terms for fault tolerance. ICNN (1997)
Peter J. Edwards, Alan F. Murray
Modelling weight- and input-noise in MLP learning. ICNN (1996)
Peter J. Edwards, Alan F. Murray
Can deterministic penalty terms model the effects of synaptic weight noise on network fault-tolerance? Int. J. Neural Syst. 6 (4) (1995)
Alan F. Murray, Peter J. Edwards
Enhanced MLP performance and fault tolerance resulting from synaptic weight noise during training. IEEE Trans. Neural Networks 5 (5) (1994)
Alister Hamilton, Stephen Churcher, Peter J. Edwards, Geoffrey Bruce Jackson, Alan F. Murray, H. Martin Reekie
Pulse Stream Vlsi Circuits And Systems: The Epsilon Neural Network Chipset. Int. J. Neural Syst. 4 (4) (1993)
Peter J. Edwards, Alan F. Murray
Analogue Synaptic Noise - Implications And Learning Improvements. Int. J. Neural Syst. 4 (4) (1993)
Alan F. Murray, Peter J. Edwards
Synaptic weight noise during multilayer perceptron training: fault tolerance and training improvements. IEEE Trans. Neural Networks 4 (4) (1993)
Alan F. Murray, Peter J. Edwards
Synaptic Weight Noise During MLP Learning Enhances Fault-Tolerance, Generalization and Learning Trajectory. NIPS (1992)

Peter J. Edwards.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Peter J. Edwards