TitleProgrammable, Asynchronous, Triangular Neighborhood Function for Self-Organizing Maps Realized on Transistor Level
Journal titleInternational Journal of Electronics and Telecommunications
Divisions of PASNauki Techniczne
PublisherPolish Academy of Sciences Committee of Electronics and Telecommunications
IdentifierDOI: 10.2478/v10177-010-0048-6 ; eISSN 2300-1933 (since 2013) ; ISSN 2081-8491 (until 2012)
SourceInternational Journal of Electronics and Telecommunications; 2010; vol. 56; No 4
ReferencesOsowski S. (2001), ECG beat recognition using fuzzy hybrid neural network, IEEE Transactions on Biomedical Engineering, 48, 11. ; Wismüller A. (2002), Cluster analysis of biomedical image time-series, International Journal of Computer Vision, 46, 2. ; Kohonen T. (2001), Self-Organizing Maps, doi.org/10.1007/978-3-642-56927-2 ; Boniecki P. (2005), The kohonen neural network in classification problems solving in agricultural engineering, Journal of Research and Applications in Agricultural Engineering, 50, 1, 37. ; Mokriš I. (2004), Decreasing the feature space dimension by kohonen self-organizing maps, null. ; Li F. (2009), A compact current mode neuron circuit with gaussian taper learning capability, IEEE International Symposium on Circuits and Systems, 2129, doi.org/10.1109/ISCAS.2009.5118216 ; Abuelma'ati M. (2006), A reconfigurable gaussian/ triangular basis function computation circuit, null, 232. ; Masmoudi D. (2002), A subtreshold mode programmable implementation of the gaussian function for rbf neural networks applications, null, 454. ; Długosz R. (2010), Programmable triangular neighborhood functions of kohonen self-organizing maps realized in CMOS technology, null, 529. ; Długosz R. (2008), CMOS, programmable, asynchronous neighborhood mechanism for wtm kohonen neural network, null, 197. ; Długosz R. (2010), Realization of a conscience mechanism in CMOS implementation of winner takes all neural networks, IEEE Transactions on Neural Networks, 21, 6, 961. ; Dubois P. (2009), Ad hoc wireless sensor networks for exploration of solar-system bodies, Acta Astronautica, 64, 5-6, 626. ; Długosz R. (2009), Optimization of the neighborhood mechanism for hardware implemented kohonen neural networks, null, 565. ; V. Peiris, "Mixed analog-digital VLSI implementation of a kohonen neural network," Ph.D. dissertation, Ph.D thesis, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1994. ; Chang C. (2005), A review of 0.18m full adder performances for tree structured arithmetic circuits, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 13, 6, 686.
Open Access PolicyInternational Journal of Electronics and Telecommunications is an open access journal with all content available with no charge in full text version.
The journal content is available under the Creative Commons Attribution 4.0 International License (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/.