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ORCIDPeter J. Edwards
Person information
- affiliation: Edinburgh University, Dept. of Electrical Engineering, Scotland
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Books and Theses
- 1994
[b1]Peter J. Edwards:
Analogue imprecision in MLPs implications and learning improvements. University of Edinburgh, UK, 1994
Journal Articles
- 2002
- [j10]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): 726-731 (2002) - 2001
- [j9]Georgios Papadopoulos, Peter J. Edwards, Alan F. Murray:
Confidence estimation methods for neural networks: a practical comparison. IEEE Trans. Neural Networks 12(6): 1278-1287 (2001) - 2000
- [j8]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): 9-18 (2000) - 1999
- [j7]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): 1456-1464 (1999) - 1998
- [j6]Peter J. Edwards, Alan F. Murray:
Towards Optimally Distributed Computation. Neural Comput. 10(4): 987-1005 (1998) - 1995
- [j5]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): 401-416 (1995) - 1994
- [j4]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): 792-802 (1994) - 1993
- [j3]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): 395-405 (1993) - [j2]Peter J. Edwards, Alan F. Murray:
Analogue Synaptic Noise - Implications And Learning Improvements. Int. J. Neural Syst. 4(4): 427-433 (1993) - [j1]Alan F. Murray, Peter J. Edwards:
Synaptic weight noise during multilayer perceptron training: fault tolerance and training improvements. IEEE Trans. Neural Networks 4(4): 722-725 (1993)
Conference and Workshop Papers
- 2000
- [c7]Georgios Papadopoulos, Peter J. Edwards, Alan F. Murray:
Confidence estimation methods for neural networks : a practical comparison. ESANN 2000: 75-80 - [c6]Peter J. Edwards, Alan F. Murray:
Committee formation for reliable and accurate neural prediction in industry. ESANN 2000: 141-146 - 1999
- [c5]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: 69-74 - 1998
- [c4]Peter J. Edwards, Alan F. Murray:
Weight saliency regularization in augmented networks. ESANN 1998: 261-266 - 1997
- [c3]Peter J. Edwards, Alan F. Murray:
Penalty terms for fault tolerance. ICNN 1997: 943-947 - 1996
- [c2]Peter J. Edwards, Alan F. Murray:
Modelling weight- and input-noise in MLP learning. ICNN 1996: 78-83 - 1992
- [c1]Alan F. Murray, Peter J. Edwards:
Synaptic Weight Noise During MLP Learning Enhances Fault-Tolerance, Generalization and Learning Trajectory. NIPS 1992: 491-498
Coauthor Index
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