SCOPUS 정보 검색 플랫폼

ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks

Volumn , Issue , 2007, Pages 217-222

Neural network classification using Shannon's entropy

(3) Silva, Luis M a de Śa, J Marques a,b Alexandre, Luis A a,c

a INEB INSTITUTO DE ENGENHARIA BIOMÉDICA (Portugal)

b not available (Portugal)

c IT Networks and Multimedia Group (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; BACKPROPAGATION; COST FUNCTIONS; ENTROPY; MEAN SQUARE ERROR;

ENTROPY CRITERIA; ENTROPY-BASED; MULTI-LAYER PERCEPTRON ARCHITECTURE (MLP); NEURAL NETWORK CLASSIFICATION; NEURAL NETWORK CLASSIFIER; SHANNON'S ENTROPY; VARIABLE LEARNING RATE;

MULTILAYER NEURAL NETWORKS;

EID: 84887005250 PISSN: None EISSN: None Source Type: Conference Proceeding
DOI: None Document Type: Conference Paper

Times cited : (32)

References (7)

1
- 0012092745
- Comparison of entropy and mean square error criteria in adaptive system training using higher order statistics
- Helsinki, Finland
- D. Erdogmus and J. Principe. Comparison of entropy and mean square error criteria in adaptive system training using higher order statistics. In Intl. Conf. on ICA and Signal Separation, pages 75-80, Helsinki, Finland, 2000.
- (2000) Intl. Conf. On ICA and Signal Separation , pp. 75-80
- Erdogmus, D.¹ Principe, J.²

2
- 0000986833
- Information theoretic learning
- S. Haykin, editor, Wiley, New York
- J. C. Principe, D. Xu, and J. Fisher. Information theoretic learning. In S. Haykin, editor,Unsupervised Adaptive Filtering, vol I: Blind Source Separation, pages 265-319. Wiley, New York, 2000.
- (2000) Unsupervised Adaptive Filtering, Vol I: Blind Source Separation , pp. 265-319
- Principe, J.C.¹ Xu, D.² Fisher, J.³

3
- 21844480251
- The Error Entropy Minimization Algorithm for Neural Network Classification
- Nottingham, United Kingdom
- J.M. Santos, L.A. Alexandre, and J. Marques de Sá. The Error Entropy Minimization Algorithm for Neural Network Classification. In Int. Conf. on Recent Advances in Soft Computing, Nottingham, United Kingdom, 2004.
- Int. Conf. On Recent Advances In Soft Computing , pp. 2004
- Santos, J.M.¹ Alexandre, L.A.² de Sá, J.M.³

4
- 21844468374
- Optimization of the Error Entropy Minimization Algorithm for Neural Network Classification
- C. Dagli, A. Buczak, D. Enke, M. Embrechts, and O. Ersoy, editors, ASME Press Series
- J.M. Santos, L.A. Alexandre, and J. Marques de Sá. Optimization of the Error Entropy Minimization Algorithm for Neural Network Classification. In C. Dagli, A. Buczak, D. Enke, M. Embrechts, and O. Ersoy, editors, Intelligent Engineering Systems through Artificial Neural Networks, volume 14, pages 81-86. ASME Press Series, 2004.
- (2004) Intelligent Engineering Systems Through Artificial Neural Networks , vol.14 , pp. 81-86
- Santos, J.M.¹ Alexandre, L.A.² de Sá, J.M.³

5
- 84939024947
- A nonparametric estimation of the entropy for absolutely continuous distributions
- I.A. Ahmad and P.E. Lin. A nonparametric estimation of the entropy for absolutely continuous distributions. IEEE Trans. Information Theory, 22:372-375, 1976.
- (1976) IEEE Trans. Information Theory , vol.22 , pp. 372-375
- Ahmad, I.A.¹ Lin, P.E.²

6
- 84887014264
- UCI Repository of machine learning databases University of California, Irvine, Dept. of Information and Computer Sciences
- C.L. Blake and C.J. Merz. UCI Repository of machine learning databases University of California, Irvine, Dept. of Information and Computer Sciences, http://www.ics.uci.edu/~mlearn/MLRepository.html 1998.
- (1998)
- Blake, C.L.¹ Merz, C.J.²

7
- 0003487601
- Oxford University Press
- C. Bishop. Neural Networks for Pattern Recognition. Oxford University Press, 1995.
- (1995) Neural Networks For Pattern Recognition
- Bishop, C.¹

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