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Generalized Information Potential Criterion for Adaptive System Training.
- Source :
-
IEEE Transactions on Neural Networks . Sep2002, Vol. 13 Issue 5, p1035. 10p. 1 Diagram, 1 Chart, 3 Graphs. - Publication Year :
- 2002
-
Abstract
- Proposes the quadratic Renyi's error entropy as an alternative cost function for supervised adaptive system training. Estimation of Renyi's entropy with parzen windowing; Gradient training algorithm for information potential; Kernel size and global optimization by functional smoothing; Conclusion.
- Subjects :
- *ENTROPY
*ALGORITHMS
Subjects
Details
- Language :
- English
- ISSN :
- 10459227
- Volume :
- 13
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Neural Networks
- Publication Type :
- Academic Journal
- Accession number :
- 7380648
- Full Text :
- https://doi.org/10.1109/TNN.2002.1031936