Study of Neural Networks

(Publications)

 
  • A VLSI Architecture for Fast Clustering with Fuzzy ART Neural Networks (Abstract)

    E. Granger, Y. Blaquière, Y. Savaria, M.-A. Cantin and P. Lavoie, Proc. of the 1996 International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing (NICROSP'96 Workshop), pp. 117-125, August 1996, Venice, It.

  • A VLSI Architecture for Fast Clustering with Fuzzy ART Neural Networks (Abstract)

    E. Granger, Y. Blaquière, Y. Savaria, M.-A. Cantin and P. Lavoie, Journal of Microelectronic Systems Integration, Vol. 5, No. 1, pp. 3-18, 1997.

  • Comparison of Self-Organizing Neural Networks for Fast Clustering of Radar Pulses (Abstract)

    E. Granger, Y. Savaria, P. Lavoie and M.-A. Cantin, Signal Processing, .Vol. 64, Iss. 3, 1998.

  • Implementation of the Fuzzy ART Neural Network for Fast Clustering Radar Pulses (Abstract)(HTML Slides)

    M.-A. Cantin, Y. Blaquiere, Y. Savaria, E. Granger and P. Lavoie. International Symposium on Circuits and Systems (ISCAS'98). 0-7803-4455-3/98/.00 (c) 1998 IEEE.

  • Hardware/software codesign of a fuzzy ART neural clusterer: the benefits of configurable computing (Abstract)(HTML slides)

    P. Poire, Y. Savaria, H. Daniel, M.-A. Cantin, Y. Blaquiere. Proceeding of SPIE (SPIE'98), Vol. 3526, Boston, November 1998.

  • A Comparative Analysis of Fuzzy ART Neural Network Implementations: The Advantages of Reconfigurable Computing (Abstract)

    Pascal Poiré, Yvon Savaria, Marc-André Cantin, Hervé Daniel and Yves Blaquière. Symposium on Field-Programmable Custom Computing Machines (FCCM'98), 1998. In Press.

  • Implementations of the Fuzzy ART Neural Networks on Three Different Platforms for Fast Clustering of Radar Pulses (Abstract)(HTML Slides)

    Y. Savaria, Y. Blaquière, M.-A. Cantin, E. Granger, P. Poiré, H. Daniel. GRIAO - Research Review , 1998. in collaboration with P. Lavoie, Department of Research Establishment, Ottawa.

  • Implantations du réseau de neurones Fuzzy ART (Résumé)(Postscipt)(Pdf)

    Mémoire présenté comme exigence partielle de la maîtrise en informatique Université du Québec à Montréal (UQAM), Octobre 1998.

  • Four Implementation of the Fuzzy Adaptive Resonance Theory (ART) Neural Network for High Data Throughput Applications (Abstract)

    M.-A. Cantin, E. Granger, Y. Savaria, Y. Blaquiere and P. Lavoie. Third International Conference on Cognitive and Neural Systems, Boston, May 1999. In Press.


 

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