Radu
Dogaru
- Publications
[Books][Journals][Conference
Papers] [Technical Reports][Other]
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Books and Book Chapters:
<>
- Radu Dogaru, Systematic
Design
for Emergence in Cellular Neural NetworksWith
Applications
in Natural Computing and Signal Processing ,
Springer Verlag, Series:
Studies in Computational Intelligence , Vol. 95, 2008, XII,
166 p. 80 illus., Hardcover, ISBN: 978-3-540-76800-5
- Radu Dogaru, Universality and Emergent Computation in
Cellular Neural Networks, World
Scientific, 2003, 260 pages, ISBN 981-238-102-3. [New !] Matlab
programs to find the "edge of chaos" (8-12-2006)
- Radu Dogaru, Piecewise Linear Neural Networks for
efficient mixed-signal implementation and cellular
computation, Ed. Printech, Bucuresti – 2001,
162 pagini, ISBN 973-652-310-1. [More
(Cover, Introduction)]
- R. Dogaru, Intelligent Integrated Systems:
Neuro-fuzzy Networks, Ed. Printech Bucharest -
1998, 212 pages, ISBN-973-9402-44-5, (Romanian).
- R. Dogaru, O. Grigore, Neural and Fuzzy Systems: Software
Implementations and Applications, Ed.
Printech Bucharest, 1999, 127 pages, ISBN 973-9475-51-5,
(Romanian).
- R. Dogaru, Universal Adaptive Cells for Fast Signal
Processing with Cellular Neural Networks, Andor
Tipo - Printech Bucharest, 106 pages,1998 (English).
- A.T. Murgan, R. Dogaru, C.
Comaniciu, Information Theory -
Random Signals' Detection Estimation and Filtering,
Applications, in Ed. Politehnica - Bucharest,
96 pages, 1995, ISBN-973-96609-1-6, (Romanian).
- M. Haenggi, R. Dogaru and L.
O. Chua, Chapter 30: Trade-offs in
Standard and Universal CNN Cells, in book Trade-offs
in Analogue Design, Edited by C. Toumazou,
G.Moschytz,and B. Gilbert, Kluwer Academic Publishers, 2002, ISBN
1-4020-7037-3, pp. 883-921.
[Back] [Home] 8 items above
Refereed
Journals
[1999-2008]
- R. Dogaru and M. Glesner, “A
fast and compact classifier based on sorting in an iteratively
expanded input space”, in International Journal of
Intelligent Systems, Vol. 23, 1-12 (2008), Ed.
Wiley.
- Radu Dogaru, Manfred Glesner, and Ronald
Tetzlaff, “Cellular automata codebooks applied to compact
image compression” in the Annals of “Dunarea de Jos”
University of Galati fascicle iii, 2006, ISSN
1221-454X Electrotechnics, Electronics, Automatic control,
Informatics, pp. 11-18.
- R. Dogaru, G. N. Costache, O. Dumitru, and I.
Gavat, “A novel feature extraction method for isolated word
recognition based on nested temporal averaging” in the
Annals of “Dunarea de Jos” University of Galati
fascicle iii, 2006, ISSN 1221-454X Electrotechnics,
Electronics, Automatic control, Informatics, pp. 38-42.
- Pedro Julián, Radu Dogaru, Makoto
Itoh, Martin Hänggi, and Leon O. Chua, (2003) “Simplicial
RTD-Based Cellular Nonlinear Networks”, in IEEE
TRANSACTIONS ON CIRCUITS AND SYSTEMS—I: FUNDAMENTAL THEORY
AND APPLICATIONS, VOL. 50, NO. 4, April 2003, pp.
500-509, ISSN: 1057-7122.
- Leon O. Chua, Sook Yoon, Radu Dogaru,
“A Nonlinear Dynamics Perspective of Wolfram's New Kind of
Science Part I : Threshold of Complexity”, Int. Journal of Bif. and Chaos,
Vol. 12, No. 12, 2002, pp. 2655-2766 .
- Dogaru, R.; Julian, P.; Chua,
L.O.; Glesner, M., “The simplicial neural cell and its
mixed-signal circuit implementation: an efficient
neural-network architecture for intelligent signal processing
in portable multimedia applications”, in
IEEE Transactions on Neural Networks, Volume:
13 Issue: 4 , July 2002, Page(s): 995 –1008.
- Pedro Julián, Radu Dogaru,
and Leon O. Chua, “A Piecewise-Linear Simplicial Coupling Cell
for CNN Gray-Level Image Processing”, in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS—I: FUNDAMENTAL
THEORY AND APPLICATIONS, VOL. 49, NO. 7, JULY
2002. pp.904-913.
- R. Dogaru,
L.
O. Chua, “Mutations of the Game of Life: a generalized
cellular automata perspective of complex adaptive systems” in
International Journal of Bifurcation
and Chaos, Vol. 10, No. 8 (2000) pp. 1821-1866.
- R. Dogaru, L. O. Chua,
“The comparative synapse: a multiplication-free approach to
neuro-fuzzy classifiers”, in IEEE
Trans. on Circuits and Systems I,NVol. 46, No.
11, Nov. 1999, pp. 1366-1371.
- R. Dogaru
and L.O. Chua, 1999, “Emergence of unicellular organisms
from a simple generalized cellular automata”, in International Journal of Bifurcation and
Chaos, Vol. 9, No.
6, pp. 1219-1236.
- R. Dogaru
and L.O. Chua, 1999, “Universal CNN cells”, (tutorial) in International
Journal
of Bifurcation and Chaos,
Vol. 9, No. 1, January 1999, pp. 1-48.
12 items above
[1996-1998]
- R. Dogaru and L.O. Chua,
1998, “Edge of Chaos and Local Activity Domain of the
Gierer-Meinhardt CNN”, in International
Journal of Bifurcation and Chaos, Vol. 8, No.
12, 1998, pp. 2321-2340.
- R. Dogaru and L.O. Chua,
1998, “CNN genes for one-dimensional cellular automata: a
multi-nested piecewise-linear approach”, in International Journal of Bifurcation and
Chaos, Vol. 8, No. 10, 1998, pp.
1987-2001.
- R. Dogaru,
L. O. Chua, and K. Crounse, 1998, “Pyramidal Cells: A novel
class of adaptive coupling cells and their applications for
cellular neural networks”, in IEEE Transactions on Circuits and Systems
- I , Vol. 45, No. 10,
pp. 1077-1090, October 1998.
- R. Dogaru,
L. O. Chua, and K. Crounse, 1998, “An extended class of
synaptic operators with application for efficient VLSI
implementation of cellular neural networks”, IEEE Transactions on Circuits and Systems
– I, Vol. 45, No. 7, July
1998, 745-753.
- R. Dogaru
and L.O. Chua, 1998, “Edge of Chaos and Local Activity
Domain of the Brusselator CNN”, in International Journal of Bifurcation and
Chaos, Vol. 8, No.
6, 1998, pp. 1107-1130.
- R. Dogaru
and L.O. Chua, 1998, “Edge of Chaos and Local Activity
Domain of FitzHugh-Nagumo Equation”, International Journal of Bifurcation and
Chaos, Vol. 8, No. 2,
1998, pp. 211-257.
- R. Dogaru, A.T. Murgan, M.
Glesner, S. Ortmann, 1996, “Computation with Chaos in
Discrete-Time Neuro-Fuzzy Networks”, in
Neural Network World, Vol. 6, No. 2, pp.
553-562.
- R. Dogaru, A.T. Murgan,
1996, "Software tools for analyzing oscillatory dynamics
in neural networks", in International
Journal of Chaos Theory and Applications, Vol.
1, No. 1, 1996, pp. 47-58, Ed. AATI, Lausanne, 1996.
8 items above
1995
- R. Dogaru, A.T., Murgan,
1995, “Chaotic neural network synthesis using weight space
exploration”, in volume "Real World
Application of Intelligent Technologies",
Ed. Romanian Academy of Sciences, pp. 193-200.
- R. Dogaru, A.T. Murgan, E.
Cretu, 1995, "Information processing with neural networks", in
Romanian Reports in Physiscs,
Vol. 47., No. 1, pp. 37-46, Ed Romanian Academy of Sciences.
- C. Comaniciu A.T. Murgan, R.
Dogaru, 1995. "A modified ART1 (Adaptive resonance
theory) algorithm", in Revue
Roumaine Sci. Techn - Electrotechn. et Energ,
Vol. 40, No. 4, pp. 485-491, Ed. Romanian Academy of Sciences
- Bucharest, 1995.
- A.T. Murgan, R. Dogaru, C.
Comaniciu, 1995. "A Neural Approach for Solving Linear Systems
of Equations", in Revue
Roumaine Sci. Techn - Electrotechn. et Energ,
Vol. 40, No. 2, pp. 255-262, Bucharest, Ed. Romanian Academy
of Science, 1995.
4 items above
[Back] [Home]
Refereed
Conference Papers
- R. Dogaru and Ioana Dogaru, „Efficient
and Cryptographically Secure Pseudorandom Number Generators
based on Chains of Hybrid Cellular Automata Maps”, in
Proceedings of the 2014 10th International Conference on
Communications (COMM), indexed IEEE Xplore here
- Ioana Dogaru and R. Dogaru, „FPGA
implementation and evaluation of two cryptographically secure
hybrid cellular automata”, in Proceedings of the 2014 10th
International Conference on Communications (COMM), indexed IEEE
Xplore - here
- R. Dogaru, (2007), “Fast and efficient speech signal
classification with a novel nonlinear transform”, accepted to be
presented and published in Proceedings of ISITC2007,
International Symposium on Information Technology Convergence,
23-24 november, Jeonju, Republic of Korea.
- Dogaru R (2007) “Classification of Temporal Sequences with
Excitable Membranes based on Semitotalistic Cellular Automata”,
in Proceedings of IAFA 2007, the 3’d International
Conference on Interdisciplinary Approaches in Fractal Analysis,
May 22 - 25, 2007, Bucharest, Romania, Vol.3, pp. 87-92, ISBN
978-973-718-741-3.
- Dogaru R (2007) “A hardware oriented classifier with simple
constructive training based on support vectors”, in Proceedings
of CSCS-16, the 16th International Conference on Control
Systems and Computer Science, May 22 - 26, 2007, Bucharest,
Romania, Vol.1, pp. 415-418, ISBN 978-973-718-741-3.
- R. Dogaru, (2007) “A low complexity algorithm for isolated
sound recognition using neural networks”, in Proceedings of
ISSCS-2007, International Symposium on Signals Circuits and
Systems – Iasi, Romania, July 12-13, Vol.1., pp. 261-264, ISBN
1-4244-0968-3, IEEE catalog 07EX1678.
- Dogaru R (2007) “CA-VQ: A simple compression scheme using
codebooks generated by cellular automata”, in Proceedings
NSIP2007 (International Workshop on Nonlinear Signal and Image
Processing), September 10-12, Bucharest, Romania, pp.
202-208, ISBN 978-973-708-254-1.
- M. Radulescu, F. Ionescu, R. Dogaru, (2007) “Improving
multimedia techniques for watermarking color images using
cellular automata”, in Proceedings of ISSCS-2007, International
Symposium on Signals Circuits and Systems – Iasi, Romania, July
12-13, Vol.2., pp. 385-388, ISBN 1-4244-0968-3, IEEE catalog
07EX1678.
- R. Dogaru, M. Glesner, and R. Tetzlaff, "Cellular Automata
Codebooks and their applications for a compact image compression
algorithm", ISEEE – 2006, The 1st International Symposium on
Electrical and Electronics Engineering , October 13-14, 2006 ,
Galati, Romania, pp. 30-35
- R. Dogaru, G.N. Costache, O. Dumitru, I. Gavat, “A nested
temporal averaging feature extraction method for isolated word
recognition using SVM classifiers”, in Proceedings ISEEE – 2006,
The 1st International Symposium on Electrical and Electronics
Engineering, October 13-14, 2006 , Galati, Romania, pp. 78-81.
- Radu Dogaru , Ronald Tetzlaff , Manfred Glesner,
Semi-Totalistic CNN Genes for Compact Image Compression", in the
IEEE Proceedings of 10th International Workshop on Cellular
Neural Networks and Their Applications, Istanbul, Turkey, 28-30
August 2006, pp. 147-152.
- R. Dogaru, „A double-sieve method to identify emergent
computation in cellular nonlinear networks”, in in Proceedings
of IEEE Eurocon 2005 – International Conference on „Computer as
a Tool”, Belgrade, 21-24 Nov. 2005, pp. 1409 - 1412
- Radu Dogaru, Ioana Dogaru, Manfred Glesner, „A smart sensor
architecture based on emergent computation in an array of
outer-totalistic cells”, in Proc. SPIE Vol. 5839, pp. 254-263,
Bioengineered and Bioinspired Systems II; Ricardo A. Carmona,
Gustavo Linan-Cembrano; Eds, June 2005.
- R. Dogaru, Ioana Dogaru, and M. Glesner, „A compact sequential
classifier for digital implementations”, in Proceedings of IEEE
Eurocon 2005 – International Conference on „Computer as a Tool”,
Belgrade, 21-24 Nov. 2005. 4 pages. CD Proceedings (indexat IEEE
Xplore)
- P. Zipf, O. Soffke, A. Schumacher, R. Dogaru, M. Glesner, “On
a hardware architecture for the evolution of cellular automata
functionality”, Proceedings of International Symposium on
Signals, Circuits and Systems, 2005. ISSCS 2005.
Volume 1, 14-15 July 2005 pp.91 – 94. (indexat IEEE Xplore)
- P. Zipf, O. Soffke, A. Schumacher, R. Dogaru, M. Glesner,
“Programmable and reconfigurable hardware architectures for the
rapid prototyping of cellular automata”, in Field Programmable
Logic and Applications, 2005. International Conference on
Aug. 24-26, 2005 pp.329 – 334.
- P. Zipf, O. Soffke, A. Schumacher, C. Schlachta, R. Dogaru, M.
Glesner, “A hardware-in-the-loop system to evaluate the
performance of small-world cellular automata”, in Proceedings of
Field Programmable Logic and Applications, 2005. International
Conference on, Aug. 24-26, 2005, pp. 335 – 340.
- C. Chitu, R. Dogaru, M. Glesner, “Analysis and performance. of
a versatile CMOS neural circuit based on multi-nested approach”,
in Proceedings of International Symposium on Signals, Circuits
and Systems, 2005. ISSCS 2005., Volume 2, 14-15 July 2005 pp.417
– 420. (indexat IEEE Xplore)
- Radu Dogaru, Ioana Dogaru, and Manfred Glesner,
“EMERGENT COMPUTATION IN SEMITOTALISTIC CELLULAR AUTOMATA:
APPLICATIONS IN CHARACTER SEGMENTATION”, in Proceedings CAS –
2004, IEEE Int’l Conference on Semiconductors, Sinaia, Oct.
2004, vol II, pp. 451-454 , ISBN 0780384997.
- Radu Dogaru, and Manfred Glesner, “Novel Tools and Methods for
Fast Identification of Emergent Behaviors in CNNs with Relevance
to Biological Modeling”, in Proceedings CNNA 2004 – IEEE Int’l
Workshop on Cellular Neural Networks and their applications
(Budapest, Hungary), pp. 339-345, ISBN 963 311 357 1.
- Radu Dogaru, Ioana Dogaru, and Manfred Glesner, “CPCA: A VLSI
Efficient Neural PCA without Multipliers”, in Proceedings IJCNN
2004 (IEEE Int’l joint conference on neural networks
Budapest, Hungary, 24-29 July 2004), pp. 2689-2692, ISBN:
0-7803-8360-5.
- Radu Dogaru, and Manfred Glesner, “SORT: A Fast and Compact
Neural Classifier Based on a Sorting Preprocessor”, in
Proceedings IS 2004 (2-nd International IEEE Conference
Intelligent Systems, Varna Bulgaria June 22-24, 2004), Vol.1,
pp. 71-75, ISBN 0780382781.
- Radu Dogaru, A. Iftime, D. Darloman and Manfred Glesner, “An
exhaustive analysis of emergent behaviors in recurrent cellular
neural networks with outer-totalistic cells”, in Proceedings CAS
– 2003, IEEE Int’l Conference on Semiconductors, Sinaia, Oct.
2003, pp. 394-397, ISBN 0780378210.
- Radu Dogaru, Teodor Ionescu and Manfred Glesner, “A design for
emergence method applied to recurrent cellular neural networks
with multi-nested Cells”, to appear in Proceedings CAS – 2003,
IEEE Int’l Conference on Semiconductors, Sinaia, Oct. 2003,
pp.386-389, ISBN 0780378210.
- Radu Dogaru, Cristian Chitu and Manfred Glesner, “A Versatile
Cellular Neural Circuit Based on a Multi-nested Approach:
Functional Capabilities and Applications”, to appear in
Proceedings of the IFIP International Conference on Very Large
Scale Integration, VLSI-SoC 2003, Darmstadt, December 2003, pp.
356-361.
- R. Dogaru, C. Chitu, M. Glesner,(2003) ”A universal CNN neuron
for CMOS technology: model and functional capabilities”, in
Proceedings of the SCS2003, Intl. Symposium on Signals, Circuits
and Systems, Iasi-Romania, pp. 181-184, ISBN 0-7803-7979-9.
- C. Chitu, R. Dogaru, M. Glesner,(2003) ”A CMOS universal
neuron circuit: static and dynamic Spice simulations”, in
Proceedings of the SCS2003, Intl. Symposium on Signals, Circuits
and Systems, Iasi-Romania, pp. 185-188, ISBN 0-7803-7979-9.
- R. Dogaru, T.A. Murgan, M. Glesner, (2003) ”A compact solution
for voice compression based on cellular neural networks”, in
Proceedings NSIP 2003 (IEEE-Eurasip Workshop on Nonlinear Signal
and Image Processing (CD Proceedings).
- R. Dogaru, I. Dogaru, and M. Glesner, (2003) “Exploiting
structural complexity in nonlinear representation of Boolean
functions for compact and fast data streams analysis”, in
Proceedings IAFA-2003 (Symposium on Interdisciplinary Approaches
in Fractal Analysis), Bucharest, Romania, pp. 27-32.
- R. Dogaru, I. Dogaru, and M. Glesner, (2003), “Compact image
compression using simplicial and ART neural systems with mixed
signal implementations”, in Proceedings of the IEEE ISCAS 2003
(Int’l Symposium on Circuits and Systems), Vol. V, pp. 689-692,
ISBN/ISSN: 0-7803-7761-3.
- P. Julián, R. Dogaru, and L.O. Chua, (2003) “Exploiting
piecewise linear features: multinested and simplicial cellular
neural/nonlinear networks”, in Proceedings of the IEEE ISCAS
2003 (Int’l Symposium on Circuits and Systems), Vol. III, pp.
650-653, ISBN/ISSN: 0-7803-7761-3.
- R. Dogaru and Ioana Dogaru,
“Biometric Authentication Based on Perceptual Resonance
between CNN Emergent Patterns and Humans ”, in Cellular Neural Networks and Their
Applications: Proceedings of the 7th IEEE International
Workshop, edited by Ronald Tetzlaff, World Scientific 2002,
pp. 267-274.
- R. Dogaru, F. Ionescu, P.
Julián, M. Glesner, “ Novel Methods and Results in Training
Universal Multi-Nested Neurons”, in Cellular Neural Networks and Their
Applications: Proceedings of the 7th IEEE International
Workshop, edited by Ronald Tetzlaff, World Scientific 2002,
pp. 601-608.
- P. Julián, R. Dogaru, M.
Itoh, M. Haenggi, and L.O. Chua, “On the RTD
implementation of simplicial nonlinear networks”, Cellular Neural Networks and Their
Applications: Proceedings of the 7th IEEE International
Workshop, edited by Ronald Tetzlaff, World Scientific 2002,
pp. 140-147.
- P. Julián, R. Dogaru, M.
Haenggi, and L.O. Chua, “A search algorithm for the
design of multinested cellular neural networks”, in Proceedings ISCAS 2002 (The IEEE
International Symposium on Circuits and Systems),
Scottsdale-Arizona, 26-29 May, 2002, vol. I,
pp. 617-620.
- Felicia B. IONESCU, Radu T. DOGARU,
Adrian V. TOSCA, “Hybrid Genetic Algorithm for Multi-nested
Universal Neuron Design”, in Proceedings
SCI 2001 - The 5th World Multi-Conference on Systemics,
Cybernetics and Informatics, July 22-25, 2001, Orlando,
Florida USA.
- Felicia Ionescu, Radu Dogaru,
"High performance distributed architecture for multi-nested
cellular neural network cells design", in Proceedings of the IASTED Int'l
Conference on Applied Informatics, Innsbruck, Austria, Feb.
18-21, pp.351-401, 2002, Ed. M.H.Hamza, ACTA
Press, ISBN: 0-88986-321-0
- Felicia Ionescu, Radu Dogaru,
Doina Profeta, "Distributed training of universal multi-nested
neurons", in volume "Distributed and
Parallel Systems - Cluster and Grid Computing", Kluwer
Academic Press 2002, Edited by P. Kacsuk, D.
Kranzmueller, Z. Nemeth, J. Volkert, pp. 157-164.
- Radu Dogaru,
Pedro Julian, M. Glesner, “The Simplicial Neuron: A Novel
Multiplication-Free Neural Network Architecture with an
Efficient Mixed-Signal Implementation”, Proceedings of NATO International
Conference "Limitations and Future Trends in Neural
Computation", Siena,
Italy, October 2001, pp. 55-63.
- Radu Dogaru,
J.Becker, M. Glesner, "On the Classification Properties of a
Simpicial Neural Cell with an Efficient Mixed-Signal
Implementation", Proceedings
of the International Symposium on Signals, Circuits and
Systems, SCS 2001, Iasi,
Romania, July 2001, pp. 437-440.
- Radu Dogaru,
P. Julian, L.O.Chua, "A Compact and Efficient Nonlinear
Filter Based on a Synergy between Standard Cellular Neural
Network and Simplicial Inferences", Proceedings of the International Symposium
on Signals, Circuits and Systems (SCS 2001), Iasi, Romania, July 2001, pp. 441-444.
- Radu Dogaru,
"On the Dynamic Properties of Coupled Celluar Neural
Networks with Simplicial Cells", Proceedings of the International Symposium
on Signals, Circuits and Systems (SCS 2001), Iasi, Romania, July 2001, pp. 445-449.
- Radu Dogaru,
Pedro Julián, and Leon O. Chua, "The simplicial nested
Adaline: a versatile VLSI-friendly nonlinear filter based on
a synergy between multi-nested cellular neural networks and
simplicial inferences", to appear in Proceedings NSIP 2001 (International
conference on Nonlinear Signal and Image Processing), Baltimore USA, June 3-6, 2001.
- Pedro Julián, Radu Dogaru, and Leon O. Chua,
“Discrete Time Cellular Neural Networks: A Simplicial
Piecewise-Linear Approach”, to appear in Proceedings NSIP 2001 (International
conference on Nonlinear Signal and Image Processing), Baltimore USA, June 3-6, 2001.
- Radu Dogaru,
Pedro Julián, and Leon O. Chua, “A robust and
efficient universal CNN cell circuit using simplicial
neuro-fuzzy inferences for fast image processing”, in Proceedings ISCAS 2001 (the IEEE
International Symposium on Circuits and Systems), Sydney, 6-9 May 2001, vol. III, pp.
493-496.
- P. Julián, R.
Dogaru, and L.O. Chua, “A piecewise-linear
simplicial coupling cell for CNN gray-level image
processing”, in Proceedings
ISCAS 2001 (the IEEE International Symposium on Circuits
and Systems), Sydney, 6-9
May 2001, vol. III, pp. 109-112.
- R. Dogaru,
L. O. Chua, and M. Haenggi, "A compact universal cellular
neural network cell based on resonant tunneling diodes:
circuit design, model and functional capabilities", in
Proceedings of the 6th IEEE International Workshop on
Cellular Neural Networks and their Applications, May
2000, pp 183-188.
- M. Haenggi, R.
Dogaru, and L. O. Chua, "Physical modeling of
RTD-based CNN cells", in Proceedings of the 6th IEEE
International Workshop on Cellular Neural Networks and
their Applications, May 2000, pp. 177-182
- M. Haenggi, L. O. Chua, and R. Dogaru, "A simple RTD-based
circuit for Boolean CNN cells", in Proceedings of the 6th IEEE
International Workshop on Cellular Neural Networks and
their Applications, May 2000, pp.
189-194.
- R.Dogaru,
M. Alangiu, M. Rychetsky, M. Glesner, "Perceptrons revisited:
the addition of a non-monotone recursion greatly enhances
their representation and classification properties", in Proceedigs IJCNN’99 (International
Joint Conference on Neural Networks (CD
Proceedings) - Washington, DC., July 10-16, 1999.
- R. Dogaru, Felicia Ionescu,
A. Jalba, B. Popescu, "Fine-grain multiprocessing of an
adaptive cellular neural network with pyramidal cells;
applications for image processing", in Proceedings SCS-99 International
Conference", Iasi, Romania, July 6-7
1999, pp. 115-118.
- R. Dogaru
and L.O. Chua, “Emergent computation in cellular
neural networks with FitzHugh-Nagumo cells: a novel approach
based on the local activity theory”, in Proceedings of the second International
Conference on Cognitive and Neural Systems, May 28-30,
1998, Boston, p. 108.
- R. Dogaru
, A.T. Murgan, and L.O.Chua, “Do we really need
multiplier-based synapses ?”, in Proceedigs ICNN’97 (IEEE
International Conference on Neural Networks - Houston,
Texas, June 1997), pp.
995-999.
- R. Dogaru,
L.O. Chua, A.T. Murgan, “Secure communication based on
binary sinchronization of chaos in cellular neural
networks”, in Proceedings
SCS-97 International Conference", Iasi, Romania, October
1997, Vol. 1, pp. 97-100.
- R. Dogaru, A.T. Murgan, M.
Glesner, S. Ortmann, “A VLSI friendly image compression
algorithm based on fuzzy-ART neural network”, in Proceedings WCNN’96 (World Congress on
Neural Networks, San-Diego, CA, Sept. 15-20, 1996),
pp. 1327-1330.
- R. Dogaru, A.T.
Murgan, S. Ortmann, M. Glesner, “Getting order in
chaotic neural networks by self-organization with Hebbian
adaptation rules“, in Proceedings
CNNA’96 (IEEE Workshop on Cellular Neural Networks,
Sevilla- Spain, June 24-26, 1996), ISBN
0-7803-3261-X, pp. 115-120.
- R. Dogaru, A.T.
Murgan, S. Ortmann, M. Glesner, “Searching for robust
chaos in discrete-time neural networks using weight space
exploration”, in Proceedings IEEE
ICNN’96 (Washington, DC, June 2-6 1996), pp.
688-693.
- Dogaru, R., Murgan,
A.T, D. Ioan, 1996, “Chains of discrete-time chaotic neural
networks for generation of broadband signals with applications
in improved ciphering systems”, in Proceedings
MELECON’96 (IEEE 8’th Mediterranean Electotechnical
Conference- Industrial Applications in Power Systems,
Computer Science and Telecommunications, Bari, Italia, 14
May 1996), ISBN 0-7803-3109-5, Vol. II, pp.
635-637.
- R. Dogaru, A.T. Murgan, C.
Comaniciu, 1996, “Fast signal recognition and detection using
ART1 neural networks and nonlinear preprocessing units based
on time delay embeddings”, in Proceedings
ESANN’96 (European Symposium on Artificial Neural
Networks, Bruges, Belgium, 24-26 April 1996),
pp. 309-314.
- Dogaru, R., Murgan,
A.T, Ortmann, S., Glesner, M., 1996, “A modified RBF neural
network for efficient current-mode VLSI implementation”, in Proceedings Micro-Neuro’96, (IEEE Press),
Laussane 12-14 febr. 1996, pp. 265-270.
- A.T. Murgan, R. Dogaru,
1995. "High Density Implementation of Neural Networks and
Fuzzy Systems", in Proceedings
CAS-95, "International Conference on Semiconductors,
Sinaia, October 1995", pp. 367-370.
- R. Dogaru, A.T. Murgan, 1995
"Chaotic Resonance Theory, a New Approach for Pattern Storage
and Retrieval",in Proceedings
ICNN'95 (IEEE International Conference on Neural
Networks), Perth, Australia, November 1995, pp.
3048-3051.
- R. Dogaru, A.T. Murgan,
1995, "Chaos Synchronization in Neural Networks with
Applications in Communication", in Proceedings
"SCS-95 International Conference", Iasi, Octombrie 1995,
pp. 315-318.
- D. Ioan, R. Dogaru, A.T.
Murgan, 1995 "Designing an analog neuro-fuzzy standard cells
library for CADENCE", in Proceedings
of the Advanced Training Course MixVLSI '95, 29-31 May,
Krakow, Poland, pp. 96-102.
- R. Dogaru, A.T. Murgan, D.
Ioan, 1994, "Robust oscillations and bifurcations in cellular
neural networks", in Proceedings of
the Third International Workshop on Cellular Neural
Networks and their Applications - CNNA 94, Rome, December
1994, pp. 303-309.
- A.T. Murgan, Radu Dogaru,
1993. "Object Oriented Software for Information Theory
Functional Models", in Proceedings
of CAEE- Bucharest 1993 (International Conference on
Computer Aided Engineering for Education), pp.
505-510.
65 items above
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Published
research reports
- Martin Haenggi, Radu Dogaru and Leon O. Chua, Berkeley,
"Physical modeling of RTD-based CNN cells" : Electronics
Research Laboratory, College of Engineering, University of
California, [2000]. Series title: Memorandum
(University of California, Berkeley. Electronics Research
Laboratory); no. UCB/ERL M00/01, 1 January 2000
(13 pages).
- Radu Dogaru, Leon O. Chua, and Martin Haenggi,
Berkeley, "A compact and universal RTD-based CNN cell: circuit,
piecewise-linear model and functional capabilities" :
Electronics Research Laboratory, College of Engineering,
University of California, [1999]. Series title: Memorandum (University of California,
Berkeley. Electronics Research Laboratory); no.
UCB/ERL M99/72, 21 December 2000 (14 pages).
- Radu Dogaru and Leon O. Chua. Berkeley, "Rectification
neural networks : a novel adaptive architecture and its
application for implementing the local logic of cellular neural
networks: Electronics Research Laboratory, College of
Engineering, University of California, [1998]. Series title: Memorandu
- m (University of California,
Berkeley. Electronics Research Laboratory); no.
UCB/ERL M98/4. UCB Engin
TK7800 .C32b no.98:4
- R. Dogaru and L.O. Chua, "A VLSI-friendly synapse model and
its application for fast and cheap signal classification
problems with neuro-fuzzy networks", Berkeley: Electronics
Research Laboratory, College of Engineering, University of
California, [1997]. Series title: Memorandum (University of California,
Berkeley. Electronics Research Laboratory) ; no.
UCB/ERL M97/5. UCB Engin
TK7800 .C32b no.97:5
- R. Dogaru, Kenneth R. Crounse, and Leon O. Chua, "A new
synaptic operator and its applications for efficient
implementation of cellular neural networks in digital
technologies", Berkeley : Electronics Research Laboratory,
College of Engineering, University of California, [1997]. Series
title: Memorandum (University of
California, Berkeley. Electronics Research Laboratory) ;
no. UCB/ERL M97/40. UCB
Engin TK7800 .C32b no.97:40
- R. Dogaru, Radu, Kenneth R. Crounse, and Leon O. Chua,"The
pyramidal universal cell : a new approach for computation in
cellular neural networks", Berkeley : Electronics Research
Laboratory, College of Engineering,University of California,
[1997]. Series title: Memorandum
(University of California, Berkeley. Electronics Research
Laboratory); no. UCB/ERL M97/41.UCB
Engin TK7800 .C32b no.97:41
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Other
Laboratory text books
- V. Lazarescu, A. Dumitras, C. Radoi, A. Mamolea, R. Dogaru,
M. Cailean, C. Caba, "Microprocessors Architectures", 1994,
Polytechnic University of Bucharest publishers, 217 pages (in
Romanian language).