Fault Tolerance for faults in Artificial Neural Networks
Language: English
Published by LAP LAMBERT Academic Publishing Sep 2019, 2019
- Softcover
- New
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
AbeBooks seller since January 23, 2017
Condition: New
£ 35.24
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Add to basketItem description from seller
This item is printed on demand - Print on Demand Titel. Neuware -This bookk addresses the fault tolerance of RBF networks where all hidden nodes have the same fault rate and their fault probabilities are independent. Assuming that there is a Gaussian distributed noise in the output data, we have derived an objective function for robustly training an RBF network based on the Kullback-Leibler divergence. We also find that for a fault-tolerance regularizer some eigenvalues of the regularization matrix should be negative. For the Tipping's regularizer and the OLS regularizer, the regularization matrices are positive or semipositive definite. Hence, they cannot efficiently handle the multinode open fault.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 64 pp. Englisch.
Seller Inventory # 9786200324030
- Title
- Fault Tolerance for faults in Artificial Neural Networks
- Author
- Saritha V
- Publisher
- LAP LAMBERT Academic Publishing Sep 2019
- Publication year
- 2019
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6200324034
- ISBN 13
- 9786200324030
- Item weight
- 113 grams
- Dimensions
- 220x150x5 mm
"Synopsis" may belong to another edition of this title.
buchversandmimpf2000
Emtmannsberg, BAYE, Germany
AbeBooks seller since January 23, 2017
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