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Volumn , Issue , 2008, Pages 3305-3312

A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; DATA STRUCTURES; EDUCATION; FEATURE EXTRACTION; IMAGE SEGMENTATION; LEARNING ALGORITHMS; LEARNING SYSTEMS; NEURAL NETWORKS; PATTERN RECOGNITION; TRELLIS CODES;

EID: 56349096860     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4634267     Document Type: Conference Paper
Times cited : (5)

References (16)
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  • 2
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  • 3
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    • Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System
    • Carpenter, G. A., Grossberg, S., and Rosen, D. B., "Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System", Neural Networks, 4:6, 759-771, 1991.
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    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 4
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps
    • Carpenter, G. A., Grossberg, S., Markuzon, N., Reynolds, J. H., Reynolds, and Rosen, D.B., "Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps." IEEE Trans. on Neural Networks. 3:5, 698-713, 1992.
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    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Reynolds5    Rosen, D.B.6
  • 5
    • 0012255043 scopus 로고    scopus 로고
    • Towards a Theoretical Framework for Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources
    • Berlin: Springer-Verlag
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    • (2001) Emerging Neural Architectures Based on Neumscience
    • Caragea, D.1    Silvescu, A.2    Honavar, V.3
  • 6
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    • Orthogonal Least Squares Learning Algorithm for Radial Basis Function Networks
    • Chen, S., Cowan, C. F. N., Grant. P. M., "Orthogonal Least Squares Learning Algorithm for Radial Basis Function Networks," IEEE Trans. on Neural Networks, 2:2, 302-309, 1991.
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  • 9
    • 45949099157 scopus 로고    scopus 로고
    • Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimization
    • Granger, E., Henniges, P., Sabourin, R., and Oliveira, L. S., "Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimization," J. of Pattern Recognition Research, 2:1, 27-60, 2007.
    • (2007) J. of Pattern Recognition Research , vol.2 , Issue.1 , pp. 27-60
    • Granger, E.1    Henniges, P.2    Sabourin, R.3    Oliveira, L.S.4
  • 10
    • 0035670764 scopus 로고    scopus 로고
    • Evolving Fuzzy Neural Networks for Supervised/Unsupervised Online Knowledge-Based Learning
    • Kasabov, N., "Evolving Fuzzy Neural Networks for Supervised/Unsupervised Online Knowledge-Based Learning," IEEE Trans. on Systems, Man, and Cybernetics. 31:6. 902-918, 2001.
    • (2001) IEEE Trans. on Systems, Man, and Cybernetics , vol.31 , Issue.6 , pp. 902-918
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  • 13
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    • A Constructive, Incremental-Learning Neural Network for Mixture Modeling and Classification
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    • Williamson, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.