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A Neural Network for Tornado Diagnosis: Managing Local Minima

✍ Scribed by C. Marzban


Book ID
106175790
Publisher
Springer-Verlag
Year
2000
Tongue
English
Weight
228 KB
Volume
9
Category
Article
ISSN
0941-0643

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This paper presents a case study of the analysis of local minima in feedforward neural networks. Firstly, a new methodology for analysis is presented, based upon consideration of trajectories through weight space by which a training algorithm might escape a hypothesized local minimum. This analysis