Novelty, confidence & errors in connectionist systems

IEE Colloquium (Digest)

Volumn , Issue 261, 1996, Pages

  Roberts, Stephen J ^a   Penny, William ^a   Pillot, David ^b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b Ecole Polytechnique de Compiegne   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; ERROR CORRECTION; PROBABILITY; REGRESSION ANALYSIS;

CONNECTIONIST SYSTEMS;

FEEDFORWARD NEURAL NETWORKS;

EID: 0030223818     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (5)

1. C.M. Bishop. Novelty Detection and Neural Network Validation. IEE Proc. Vis. Image Signal Processing, 141:217-222, 1994.
2. C.M. Bishop. Neural Networks for Pattern Recognition. Oxford University Press, Oxford, 1995.
3. D.J.C. MacKay. A Practical Bayesian Framework for Backpropagation Networks. Neural Computation, 4:448-472, 1992.
4. S. Roberts and L. Tarassenko. A Probabilistic Resource Allocating Network for Novelty Detection. Neural Computation, 6:270-284, 1994.
5. S. Roberts, L. Tarassenko, J. Pardey, and D. Siegwart. A Validation Index for Artificial Neural Networks. Proceedings of International Conference on Neural Networks & Expert Systems in Medicine & Healthcare, Plymouth, August 1994, pages 23-30, 1994.