Publications - Welcome!

Publications

1.               PhD Thesis

PhD Thesis, Hardware Implementations of Adaptive Artificial Neuromorphic Neural Network Systems using Reconfigurable Devices, �Transilvania� University of Bra�ov, Faculty of Electrical Engineering and Computer Science, Electronics and Telecommunications, Title awarded on March 23, 2010. [PDF] (Ro)

2.               Journal Papers

2010

      1.      Bak� L�szl�, Real-time classification of datasets with hardware embedded neuromorphic neural networks, Briefings in Bioinformatics, Special Issue: Parallel and Ubiquitous Methods and Tools in Systems Biology: May 2010; Vol. 11, No. 3, p348-363, doi: 10.1093/bib/bbp066, Oxford University Press (Impact Factor: 7.329)

2009

      2.      Bak� L., Sz�kely I (2009). Challenges for implementations of delay-coded neuromorphic neural networks on embedded digital hardware. Frontiers in Neuroinformatics. Conference Abstract: 2nd INCF Congress of Neuroinformatics. DOI:10.3389/conf.neuro. 11.2009.08.050, http://frontiersin.org/neuroinformatics/

      3.      Bak� L., Brassai, S.T., � Embedded neural controllers based on spiking neuron models,�, Pollack Periodica , An International Journal for Engineering and Information Sciences, DOI: 10.1556/Pollack.4.2009.3.13, Vol. 4, No. 3, pp. 143�154 (December 2009), Akad�miai Kiad�, Budapest, Hungary, ISSN 1788-3911

      4.      Brassai, S.T., Bak� L., �Visual Trajectory Control of a Mobile Robot Using FPGA Implemented Neural Network�, Pollack Periodica, An International Journal for Engineering and Information Sciences, Pollack.4.2009.3.12, Vol. 4, No. 3, pp. 129�142 (December 2009), Akad�miai Kiad�, Budapest, Hungary, ISSN 1788-3911

2007

      5.      Brassai S�ndor Tiham�r, Bak� L�szl�, Hardware Implementation of CMAC Type Neural Network on FPGA for Command Surface Approximation, Acta Polytechnica Hungarica - Journal of Applied Sciences at Budapest Tech Hungary, Vol. 4, No. 3, 2007, pp. 5-16, ISSN 17858860, MATARKA, IEEE.

2006

    6.      Bak� L�szl�, Brassai S�ndor Tiham�r, Spiking neural networks built into FPGAs: Fully parallel implementations,WSEAS Transactions on Circuits and Systems, Issue 3, Volume 5, March 2006, pp346-353, ISSN 1109-2734, British Library Direct, SJR � SCImago Journal & Country Rank: 0,033.

2004

     7.      Bak� L�szl�, Sz�kely Gyula (Iuliu), Brassai S�ndor Tiham�r, Development of Advanced Neural Models. Software And Hardware Implementation, Timi�oara, Transaction on Electronics and communication, Scientific buletin of the �Politehnica� University of Timi�oara, 2004, p214-219, ISSN 15833380 (Cat. B+)

     8.      Brassai S�ndor Tiham�r, D�vid L�szl�, Bak� L�szl�, Hardware Implementation of CMAC based artificial network with process control application, Timi�oara, Transaction on Electronics and communication, Scientific buletin of the �Politehnica� University of Timisoara, 2004, p209-213, ISSN 1583-3380 (Cat. B+)

3.               Conference Papers

2010

     1.      L�szl� Bak�, P�ter Istv�n F�l�p, Advanced Hardware Neural Network Architectures Using Embedded Multi-Core Processors, ICAI 2010 - 8th International Conference on Applied Informatics, Eger, Hungary, January 27-30, 2010

     2.      L�szl� BAK�, S�ndor Tiham�r BRASSAI, Lajos LOSONCZI, L�szl� Ferenc M�RTON, �Embedded System Based EEG Signal Processing�, Proceedings of the 2nd International Conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics, MACRo 2010, Sapientia University, Department Of Electrical Engineering, Department Of Mechanical Engineering, May 14-15, 2010, T�rgu Mure�, Romania, ISBN 978-973-1970-39-4, pp. 63-72.

     3.      Brassai S.T., D�zsi H., Bak� L., �Navigation system implementation for a quad rotor helicopter�, Sixth International PhD, DLA Symposium, University of P�cs, Hungary, Pollack Mih�ly Faculty of Engineering, 25-26 October, 2010, Edited by Prof. Mikl�s Iv�nyi, Rotari Press, Koml�, Hungary.

      4.      Bako L., Fulop P. I., �Evolving Advanced Neural Networks on Run-Time Reconfigurable Digital Hardware Platform�, Sixth International PhD, DLA Symposium, University of P�cs, Hungary, Pollack Mih�ly Faculty of Engineering, 25-26 October, 2010, Edited by Prof. Mikl�s Iv�nyi, Rotari Press, Koml�, Hungary.

      5 .      Vajda, T., Bako L., Brassai S. T., �Using Dynamic Programming and Neural Networks to Match Human Action�, Proceedings of the 11th International Carpathian Control Conference, ICCC 2010, May 26-28, 2010, Eger, Hungary, ISBN 978-963-06-9289-2, pp. 231-234.

2009

      6 .      Bak�, L, � Real-time clustering of datasets with hardware embedded neuromorphic neural networks�, HiBi 2009 (High performance computational systems Biology) Workshop, COSBi (Microsoft Research - University of Trento Centre for Computational and Systems Biology), Trento, Italy, October 14-16, 2009, Published by IEEE Computer Society, ISBN 978-0-7695-3809-9, pp 13-22, DOI: 10.1109/HiBi.2009.24, ISI proceedigs.

      7 .      Bak�, L, �Partially Serialized Computation in Networks of Pulse-based Artificial Neurons�, 1st International Conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics, MACRo 2009, Sapientia University, Department Of Electrical Engineering, Department Of Mechanical Engineering, March 20-21, 2009, T�rgu Mure�, Romania , Abstract book, p19

     8 .      Bak�, L, Sz�kely, I., �Challenges for implementations of delay-coded neuromorphic neural networks on embedded digital hardware�, 2nd INCF Congress of Neuroinformatics, Pilsen, Czech Republic, September 6-8, 2009, Abstract book, p132-133.

2008

      9 .      Bak�, L., Brassai, S.T., Sz�kely, I., Bacz�, M., Hardware Implementation of Delay-coded Spiking-RBF Neural Network for Unsupervised Clustering, Proceedings of the 11th International Conference on Optimisation of Electrical and Electronic Equipment (OPTIM�08), ISBN9789731310329, pp51-56, Transilvania Univ. of Brasov, 2008, Brasov, ISI proceedigs.

      10 .      Brassai, S.T., Bak�, L., Sz�kely, I., Dan, �t., �Neural Control Based on RBF Network implemented on FPGA� Proceedings of the 11th International Conference on Optimisation of Electrical and Electronic Equipment (OPTIM �08) , ISBN 978-973-131-032-9, pp41-46, Transilvania University of Brasov, Bra�ov, 2008, ISI proceedigs.

     11. Brassai, S. T., L. M�rton, L. D�vid, L. Bak�, �Hardware implemented neural network based mobile robot control�, Proceedings of the International Symposium for Design and Technology of Electronic Packages, Faculty Of Electrical Engineering And Computer Science, Department Of Electronics And Computers, "Transilvania" University Of Brasov and Center For Technological Electronics And Interconnection Techniques ''Politehnica'' University Bucharest, SIITME 2008, Predeal, Romania.

      12. Brassai, S. T., Gidr� L., L. Bak�, G. Csernath, �Practical Implementation of an Embedded Intelligent Control System�, Proceedings of the International Symposium for Design and Technology of Electronic Packages, Faculty Of Electrical Engineering And Computer Science, Department Of Electronics And Computers, "Transilvania" University Of Brasov and Center For Technological Electronics And Interconnection Techniques ''Politehnica'' University Bucharest, SIITME 2008, Predeal, Romania

     13. Brassai S. T., L. Bak�, �Mobilis robot mesters�ges idegsejt h�l�val val� szab�lyz�sa p�lyak�vet�si feladatokra�, Enelko-Sz�mOkt 2008, Sumuleu-Ciuc, EMT Cluj-Napoca, 2008, ISSN: 1842-4546, p116-121

     14. Bak�, L., Brassai, S.T., �Embedded neural controllers based on spiking neuron models�, Fourth International PhD, DLA Symposium, University of P�cs, Hungary, Pollack Mih�ly Faculty of Engineering, 20-21 October, 2008, Edited by Prof. Mikl�s Iv�nyi, ISBN 978-963-7298-27-1, Rotari Press, Koml�, Hungary.

      15. Brassai, S.T., Bak�, L., �Visual trajectory control of a mobile robot using FPGA implemented neural network�, Fourth International PhD, DLA Symposium, University of P�cs, Hungary, Pollack Mih�ly Faculty of Engineering, 20-21 October, 2008, Edited by Prof. Mikl�s Iv�nyi, ISBN 978-963-7298-27-1, Rotari Press, Koml�, Hungary.

2007

      16. Brassai S�ndor Tiham�r, Bak� L�szl�, Dan �tefan, FPGA Parallel Implementation of CMAC Type Neural Network with on Chip Learning, SACI 2007, Budapest Tech, Hungary, 2007, 111-115, ISBN: 142441234X, ISI proceedigs.

2006

      17. Bak� L�szl�, Brassai S�ndor Tiham�r, Iuliu Sz�kely, Fully Parallel Implementation of Spiking Neural Networks on FPGA, Proceedings of the 10th International Conference on Optimisation of Electrical and Electronic Equipment (OPTIM �06), Bra�ov (Moeciu), Volume III, pp135-142, ISBN 973-635-705-8, Trasilvania University Press, 2006, ISI proceedigs.

      18. Bak� L�szl�, Brassai S�ndor Tiham�r, Hardware spiking neural networks: parallel implementations using FPGAs, Proceedings of the 8th WSEAS Int. Conference on Automatic Control, Modeling and Simulation, Prague, Czech Republic, March 12-14, 2006 (pp261-266), ISBN 960-8457-42-4, ISSN 1790-5117

2005

      19. Bak� L�szl�, Brassai S�ndor Tiham�r, Term�szetazonos fel�p�t�s�mesters�ges neur�lis h�l�zatok hardvare megval�s�t�sa, Cluj-Napoca, Sz�mokt 2005 Kolozsv�r, EMT, P219-230, ISBN: 973-7840-01-1

2004

      20 . Bak� L�szl�, Iuliu Sz�kely, D�vid L�szl�, Brassai S�ndor Tiham�r, Simulation of Spiking Neural Networks, Proceedings of the 9th International Conference on Optimisation of Electrical and Electronic Equipment (OPTIM �04), ISBN 973-635-285-4, pp179-184, Trasilvania University Press, Bra�ov, 2004, ISI proceedigs.

      21. Bak� L�szl�, Brassai S�ndor Tiham�r, Fejlett neuronmodellek szimul�ci�ja �s megval�s�t�sa, Sz�mokt 2004 � Cluj-Napoca, EMT, 2004, ISBN:973-86097-8-X, p98-107

Create a free web site with Weebly