Algorithm for pulse coupled neural network parameters estimation

ICCC 2009 - IEEE 7th International Conference on Computational Cybernetics

Volumn , Issue , 2009, Pages 147-151

  Forgac R ^b   Mokris I ^a  

^a INSTITUTE OF INFORMATICS   (Slovakia)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED SYSTEMS; DECAY COEFFICIENTS; LINKING COEFFICIENT; PULSE COUPLED NEURAL NETWORK; THRESHOLD POTENTIAL; TWO PARAMETER;

COMPUTATIONAL COMPLEXITY; CYBERNETICS; IMAGE RECOGNITION; OPTIMIZATION;

NEURAL NETWORKS;

EID: 77949621384     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCYB.2009.5393944     Document Type: Conference Paper

References (11)

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2. R. Forgáč and I. Mokriš, "Parameter Influence of Pulse Coupled Neural Network for Image Recognition", Journal of Applied Computer Science, Vol. 9, No. 2, 2001, pp. 31-44.
3. R. Forgáč and I. Mokriš, "New Approach to Estimation of Pulse Coupled Neural Network Parameters in Image Recognition Process", in Sinčák, P. et al. (Eds.): Intelligent Technologies - Theory and Applications, IOS Press, Amsterdam, 2002, ISBN 1-58603-256-9, pp. 304-308.
4. R. Forgáč, Dimension Reduction of Image Classification Space by Pulse Coupled Neural Networks. [PhD thesis]. FEI TU Košice, 2005, 108 p. (in Slovak).
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7. R. Forgáč and I. Mokriš, "Threshold Potential Optimization in the Pulse Coupled Neural Network", submitted in SISY'08 - 6th International Symposium on Intelligent Systems and Informatics, Sept. 26-27, 2008, Subotica, IEEE Catalog Number CFP0884C-CDR, ISBN 978-1-4244-2407-8.
8. R. Forgáč and I. Mokriš, "Linking and Activation Potential Optimization in the Pulse Coupled Neural Network", in ICCC 2008 - IEEE 6th International Conference on Computational Cybernetics, 2008, ISBN 978-1-4244-2875-5, pp. 85-88.
9. J. L. Johnson and M. L. Padgett, "PCNN Models and Applications", IEEE Transactions on Neural Networks, Vol. 2, No. 3, 1999, pp. 480-498.
10. G. Kuntimad and H. S. Ranganath, "Perfect Image Segmentation Using Pulse Coupled Neural Networks", IEEE Transactions on Neural Networks, Vol. 2, No. 3, 1999, pp. 591-598.
11. USC-SIPI Image Database, Signal and Image Processing Institute, University of Southern California, Los Angeles http://sipi.usc.edu/database