Training Algorithm with Incomplete Data for Feed-Forward Neural Networks
โ Scribed by Song-Yee Yoon; Soo-Young Lee
- Book ID
- 110376110
- Publisher
- Springer US
- Year
- 1999
- Tongue
- English
- Weight
- 58 KB
- Volume
- 10
- Category
- Article
- ISSN
- 1370-4621
No coin nor oath required. For personal study only.
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In this paper we present a new algorithm, which is orders of magnitude faster than the delta rule, for training feed-forward neural networks. It provides a substantial improvement over the method of Scalero and Tepedelenlioglu (IEEE Trans. Signal Process. 40(1) (1992)) in both training time and nume
Fast training of feed-forward neural networks became increasingly important as the neural network field moves toward maturity. This paper begins with a review of various criteria proposed for training feed-forward neural networks, which include the frequently used quadratic error criterion, the rela