Universal binary and multi-valued neurons paradigm: Conception, learning, applications

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1240 LNCS, Issue , 1997, Pages 463-472

  Aizenberg, Naum N ^a   Aizenberg, Igor N ^b  

^a UZHGOROD NATIONAL UNIVERSITY   (Ukraine)

^b UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; EDGE DETECTION; ERROR CORRECTION; IMAGE PROCESSING; IMPULSE NOISE; LEARNING ALGORITHMS; NEURONS;

BINARY NEURONS; COMPLEX NUMBER; IMPULSIVE NOISE DETECTION; MULTI-VALUED; NEW HIGH; SINGLE NEURON;

NEURAL NETWORKS;

EID: 0005209908     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0032505     Document Type: Conference Paper

References (10)

1. W.S.McCuloch, W.A.Pitts "Logical Caculus of the Ideas Immanent in Nervous Activity", BuI. Math. Biophys., 5, pp. 115-133 (1943).
2. S. Haykin "Neural Networks. A Comprehensive Foundation". Macmillan College Publishing Company, New York, 1994.
3. N.N. Aizenberg, Y.L. Ivaskiv "Multiple-Valued Threshold Logic". Kiev: Naukova Dumka Publisher House (1977) (in Russian).
4. N.N. Aizenberg, l.N. Aizenberg "CNN based on Multi-Valued neuron as a model of Associative Memory for Grey-Scale Images", Proc. of the 2nd International Workshop CNNA-92, Munich, 1992, IEEE Catalog No. 92TH0498-6, pp. 36-41.
5. N.N.Aizenberg, I.N.Aizenberg "Fast Convergenced Learning Algorithms for Multi-Level and Universal Binary Neurons and Solving of the some Image Processing Problems", Lecture Notes in Computer Science, Ed.-J. Mira, J.Cabestany, A. Prieto, v.686, Shpringer-Verlag, (1993), pp.230-236.
6. Aizenberg N.N., AizenbergI.N., Krivosheev G.A. "MultiWalued Neurons: Learning, Networks, Application to Image Recognition and Extrapolation of Temporal Series"Lect. Notes in Computer Science", v. 930, (J.Mira, F.Sandoval - Eds.), Shpringer-Verlag, 1995, pp.389-395.
7. G.M. Georgiou and C. Koutsougeras "Complex Domain Backpropagation", IEEE Trans. CAS- II.Analog and Digital Signal Processing, vol.39, No 5, 1992, pp. 330-334.
8. H.Leung, S.Haykin "The Complex Backpropagation Algorithm", IEEE Trans. on Signal Processing, vol.39, No 9, September, 1991; pp. 2101-2104.
9. N.N.Aizenberg "Spectrum of the Convolution of Discrete Signals in the Arbitrary Basis", Dokladi Academii Nauk SSSR, vol. 247, No 3, pp.551-554, 1978 (in Russian).
10. L.O. Chua and L.Yang, "Cellular neural networks: Theory", IEEE Trans.Circuits Syst.vol. 35, pp. 1257-1290, Oct. 1988.