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Volumn 23, Issue 2, 2010, Pages 265-282

Self-supervised ARTMAP

Author keywords

Adaptive Resonance Theory (ART); ARTMAP; Machine learning; Self supervised learning; Supervised learning; Unsupervised learning

Indexed keywords

ADAPTIVE RESONANCE THEORY; ADAPTIVE RESONANCE THEORY (ART); ARTMAP; MACHINE-LEARNING; SELF-SUPERVISED LEARNING;

EID: 73949104378     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2009.07.026     Document Type: Article
Times cited : (28)

References (31)
  • 2
    • 73949101474 scopus 로고    scopus 로고
    • Cortical learning of recognition categories: A resolution of the exemplar vs. prototype debate
    • Technical report, CAS/CNS TR-2009-002. Boston, MA: Boston University
    • Amis, G. P., Carpenter, G. A., Ersoy, B., & Grossberg, S. (2009). Cortical learning of recognition categories: A resolution of the exemplar vs. prototype debate. Technical report, CAS/CNS TR-2009-002. Boston, MA: Boston University
    • (2009)
    • Amis, G.P.1    Carpenter, G.A.2    Ersoy, B.3    Grossberg, S.4
  • 3
    • 0028208149 scopus 로고
    • A distributed outstar network for spatial pattern learning
    • Carpenter G.A. A distributed outstar network for spatial pattern learning. Neural Networks 7 (1994) 159-168
    • (1994) Neural Networks , vol.7 , pp. 159-168
    • Carpenter, G.A.1
  • 4
    • 0031277463 scopus 로고    scopus 로고
    • Distributed learning, recognition, and prediction by ART and ARTMAP neural networks
    • Carpenter G.A. Distributed learning, recognition, and prediction by ART and ARTMAP neural networks. Neural Networks 10 (1997) 1473-1494
    • (1997) Neural Networks , vol.10 , pp. 1473-1494
    • Carpenter, G.A.1
  • 7
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • Carpenter G.A., and Grossberg S. A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing 37 (1987) 54-115
    • (1987) Computer Vision, Graphics, and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 8
    • 0025235219 scopus 로고
    • ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures
    • Carpenter G.A., and Grossberg S. ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures. Neural Networks 4 (1990) 129-152
    • (1990) Neural Networks , vol.4 , pp. 129-152
    • Carpenter, G.A.1    Grossberg, S.2
  • 10
    • 0025889915 scopus 로고
    • ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
    • Carpenter G.A., Grossberg S., and Reynolds J.H. ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks 4 (1991) 565-588
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 11
    • 0026408256 scopus 로고
    • 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 (1991) 759-771
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 12
    • 0032029156 scopus 로고    scopus 로고
    • ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases
    • Carpenter G.A., and Markuzon N. ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases. Neural Networks 11 (1998) 323-336
    • (1998) Neural Networks , vol.11 , pp. 323-336
    • Carpenter, G.A.1    Markuzon, N.2
  • 13
    • 19344374461 scopus 로고    scopus 로고
    • Self-organizing information fusion and hierarchical knowledge discovery: A new framework using ARTMAP neural networks
    • Carpenter G.A., Martens S., and Ogas O.J. Self-organizing information fusion and hierarchical knowledge discovery: A new framework using ARTMAP neural networks. Neural Networks 18 (2005) 287-295
    • (2005) Neural Networks , vol.18 , pp. 287-295
    • Carpenter, G.A.1    Martens, S.2    Ogas, O.J.3
  • 14
    • 0032123427 scopus 로고    scopus 로고
    • Distributed ARTMAP: A neural network for fast distributed supervised learning
    • Carpenter G.A., Milenova B.L., and Noeske B.W. Distributed ARTMAP: A neural network for fast distributed supervised learning. Neural Networks 11 (1998) 793-813
    • (1998) Neural Networks , vol.11 , pp. 793-813
    • Carpenter, G.A.1    Milenova, B.L.2    Noeske, B.W.3
  • 15
    • 0029341754 scopus 로고
    • ART-EMAP: A neural network architecture for object recognition by evidence accumulation
    • Carpenter G.A., and Ross W.D. ART-EMAP: A neural network architecture for object recognition by evidence accumulation. IEEE Transactions on Neural Networks 6 (1995) 805-818
    • (1995) IEEE Transactions on Neural Networks , vol.6 , pp. 805-818
    • Carpenter, G.A.1    Ross, W.D.2
  • 16
    • 33749252873 scopus 로고    scopus 로고
    • Chapelle O., Schölkopf B., and Zien A. (Eds), MIT Press, Cambridge, MA
    • In: Chapelle O., Schölkopf B., and Zien A. (Eds). Semi-supervised learning (2006), MIT Press, Cambridge, MA
    • (2006) Semi-supervised learning
  • 18
    • 0001147286 scopus 로고
    • Some nonlinear networks capable of learning a spatial pattern of arbitrary complexity
    • Grossberg S. Some nonlinear networks capable of learning a spatial pattern of arbitrary complexity. Proceedings of the National Academy of Sciences 59 (1968) 368-372
    • (1968) Proceedings of the National Academy of Sciences , vol.59 , pp. 368-372
    • Grossberg, S.1
  • 19
    • 0017120827 scopus 로고
    • Adaptive pattern classification and universal recoding. I: Parallel development and coding of neural feature detectors
    • Grossberg S. Adaptive pattern classification and universal recoding. I: Parallel development and coding of neural feature detectors. Biological Cybernetics 23 (1976) 121-134
    • (1976) Biological Cybernetics , vol.23 , pp. 121-134
    • Grossberg, S.1
  • 20
    • 41549127672 scopus 로고    scopus 로고
    • Sossin W.S., Lacaille J.-C., Castellucci V.F., and Belleville S. (Eds)
    • Healey M.K., Campbell K.L., and Hasher L. Cognitive aging and increased distractibility: Costs and potential benefits. In: Sossin W.S., Lacaille J.-C., Castellucci V.F., and Belleville S. (Eds). Progress in brain research Vol. 129 (2008) 353-363
    • (2008) Progress in brain research , vol.129 , pp. 353-363
    • Healey, M.K.1    Campbell, K.L.2    Hasher, L.3
  • 23
    • 27644493728 scopus 로고    scopus 로고
    • Applying the comprehension hypothesis: Some suggestions
    • Presented at, English Teachers Association of the Republic of China
    • Krashen, S. (2004). Applying the comprehension hypothesis: Some suggestions. Presented at 13th International Symposium and Book Fair on Language Teaching (English Teachers Association of the Republic of China). http://www.sdkrashen.com/articles/eta_paper/
    • (2004) 13th International Symposium and Book Fair on Language Teaching
    • Krashen, S.1
  • 24
    • 51749124671 scopus 로고    scopus 로고
    • Unsupervised natural experience rapidly alters invariant object representation in visual cortex
    • Li N., and DiCarlo J.J. Unsupervised natural experience rapidly alters invariant object representation in visual cortex. Science 321 5895 (2008) 1502-1507
    • (2008) Science , vol.321 , Issue.5895 , pp. 1502-1507
    • Li, N.1    DiCarlo, J.J.2
  • 27
    • 0141521142 scopus 로고    scopus 로고
    • ARTMAP neural networks for information fusion and data mining: Map production and target recognition methodologies
    • Parsons O., and Carpenter G.A. ARTMAP neural networks for information fusion and data mining: Map production and target recognition methodologies. Neural Networks 16 7 (2003) 1075-1089
    • (2003) Neural Networks , vol.16 , Issue.7 , pp. 1075-1089
    • Parsons, O.1    Carpenter, G.A.2
  • 30
    • 0030198885 scopus 로고    scopus 로고
    • Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps
    • Williamson J.R. Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps. Neural Networks 9 (1998) 881-897
    • (1998) Neural Networks , vol.9 , pp. 881-897
    • Williamson, J.R.1
  • 31
    • 33745456231 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • Technical report 1530, Computer Sciences, University of Wisconsin-Madison. Updated July 19, 2008
    • Zhu, X. (2005). Semi-supervised learning literature survey. Technical report 1530, Computer Sciences, University of Wisconsin-Madison. Updated July 19, 2008. http://pages.cs.wisc.edu/~jerryzhu/pub/ssl_survey.pdf
    • (2005)
    • Zhu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.