An efficient mapping of fuzzy ART onto a neural architecture

Neural Networks

Volumn 10, Issue 3, 1997, Pages 409-411

  Blume, Matthias ^a   Esener, Sadik C ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b NONE

Author keywords

fuzzy ART; fuzzy ARTMAP; neural architecture; parallel hardware

Indexed keywords

COMPUTER ARCHITECTURE; FUZZY SETS; NEURAL NETWORKS; PARALLEL PROCESSING SYSTEMS; VECTORS;

NEURAL ARCHITECTURE; PARALLEL HARDWARE;

ALGORITHMS;

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; PRIORITY JOURNAL; SYNAPSE;

EID: 0031127318     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(96)00085-8     Document Type: Article

References (10)

1. Blume, M., & Esener, S.C. (1995). Optoelectronic Fuzzy ARTMAP processor. 1995 OSA Technical Digest Series, No. 10 (pp. 213-215). Washington, D.C.: Optical Society of America.
2. Carpenter G.A., Grossberg S., Markuzon N., Reynolds J.H., Rosen D.B. Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks. 3(5):1992;698-713.
3. Carpenter G.A., Grossberg S., Rosen D.B. Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks. 4(6):1991;759-771.
4. Carpenter, G.A., Grossberg, S., & Rosen, D.B. (1991b). A neural network realization of Fuzzy ART (Technical Report CAS/CNS-91-021). Boston, MA: Boston University, Center for Adaptive Systems.
5. Markuzon, N. (1994). Handwritten digit recognition using Fuzzy ARTMAP network. In World Congress on Neural Networks - San Diego, Vol. 3 (pp. 117-122). Hillsdale, NJ: Lawrence Erlbaum.
6. Huang J., Georgiopoulos M., Heileman G.L. Fuzzy ART properties. Neural Networks. 8(2):1995;203-213.
7. Rubin, M.A. (1994). Fuzzy ARTMAP automatic target recognition from single and multiple wavelength radar range profiles. In The 1994 IEEE International Conference on Neural Networks, Vol. 3 (pp. 1613-1618). Piscataway, NJ: IEEE Service Center.
8. Rubin, M.A. (1995). Issues in automatic target recognition from radar range profiles using Fuzzy ARTMAP. In The 1995 World Congress on Neural Networks (vol. 1, pp. 197-202). Mahwah, NJ: Lawrence Erlbaum Associates.
9. Serrano-Gotarredona, T., Linares-Barranco, B., & Huertas, J.L. (1995). A real time clustering CMOS neural engine. In Advances in Neural Information Processing Systems 7 (pp. 755-760). Cambridge, MA: MIT Press.
10. Young, D.P. (1995). A Fuzzy ART MAP neural network speech recognition system based on formant ratios. Unpublished Master's thesis, Royal Military College of Canada, Kingston, Ontario.