Practical assessment of neural network applications

Nabney, Ian T.; Paven, Mickael J S; Eldridge, Richard C and Lee, Clive (1997). Practical assessment of neural network applications. IN: SafeComp 97: Proceedings of the 16th International Conference on Computing Safety, Reliability and Security. Daniel, Peter (ed.) London: Springer.

Abstract

This paper reports the initial results of a joint research project carried out by Aston University and Lloyd's Register to develop a practical method of assessing neural network applications. A set of assessment guidelines for neural network applications were developed and tested on two applications. These case studies showed that it is practical to assess neural networks in a statistical pattern recognition framework. However there is need for more standardisation in neural network technology and a wider takeup of good development practice amongst the neural network community.

Divisions: Engineering & Applied Sciences > Computer science
Engineering & Applied Sciences > Computer science research group
Engineering & Applied Sciences > Non-linearity and complexity research group
Additional Information: Copyright of Springer 16th International Conference on Computer Safety, Reliability, and Security, York, UK, September 7-10, 1997
Event Title: SafeComp 97, Proceedings of the 16th International Conference on Computer Safety, Reliability and Security, ed. P. Daniel, pp. 357-368.
Event Type: Other
Event Dates: 1997-01-01 - 1997-01-01
Uncontrolled Keywords: NCRG
Published Date: 1997

Download

[img]

Export / Share Citation


Statistics

Additional statistics for this record