Natural Computing on Unconventional Platforms

Reseach leader:Sekanina Lukáš
Team leaders:Bidlo Michal, Dobai Roland, Dvořák Václav, Jaroš Jiří, Růžička Richard, Schwarz Josef
Team members:Drahošová Michaela, Korček Pavol, Minařík Miloš, Petrlík Jiří, Pospíchal Petr, Slaný Karel, Šimek Václav, Vašíček Zdeněk, Žaloudek Luděk
Agency:Czech Science Foundation
Code:GAP103/10/1517
Start:2010-01-01
End:2013-12-31
Keywords:evolutionary algorithms, cellular automata, GPU, FPGA, natural computing
Annotation:
The project proposes new methods and platforms for the implementation of natural computing applications. The project hypothesis is that by using a suitable unconventional platform and suitably modified existing nature-inspired algorithm, an improvement of chosen performance criterion can be obtained for a particular application in comparison with the state of the art conventional implementations of the same application. The unconventional platforms include graphics processing units (GPUs) and field programmable gate arrays (FPGAs) that will be utilized for general purpose computing in this project. Reconfigurable polymorphic chips and printed electronics represent more exotic platforms in the project. As representatives of natural computing algorithms we will develop evolutionary algorithms and cellular automata on proposed platforms. Evolutionary algorithms will be evaluated on problems such as evolutionary circuit design, optimization of communication schedules, multi-objective optimization etc. Self-replication and road traffic simulation are typical evaluation tasks for proposed cellular automata implementations. Developed systems will be compared in terms of performance, cost, power consumption and flexibility.

 

Products

2013Microscopic CA-based traffic simulator, software, 2013
Authors: Korček Pavol, Fülöp Tibor
 Online CGP generator, software, 2013
Authors: Vašíček Zdeněk
2012GPGPU implementation of the GA running the knapsack benchmark, software, 2012
Authors: Jaroš Jiří
 MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark, software, 2012
Authors: Jaroš Jiří
 MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark, software, 2012
Authors: Jaroš Jiří
2010CASim - Cellular Automata Simulator, software, 2010
Authors: Bidlo Michal
 EvoCCs - Tool for evolutionary design of broadcast and scatter based collective communications on wormhole networks, software, 2010
Authors: Jaroš Jiří
 EvoMult - System for Evolutionary Development of Generic Combinational Multipliers, software, 2010
Authors: Bidlo Michal
 EvoSort - System for Evolutionary Development of Generic Sorting Networks, software, 2010
Authors: Bidlo Michal

Publications

2015DVOŘÁK Václav and MIKUŠEK Petr. Memory-Based Logic Control for Embedded Systems. Lecture Notes in Electrical Engineering. Berlin: Springer Verlag, 2015, vol. 325, no. 1, pp. 367-379. ISSN 1876-1100.
2013BIDLO Michal and VAŠÍČEK Zdeněk. Evolution of Cellular Automata with Conditionally Matching Rules. In: 2013 IEEE Congress on Evolutionary Computation (CEC 2013). Cancún: IEEE Computer Society, 2013, pp. 1178-1185. ISBN 978-1-4799-0452-5.
 BIDLO Michal and VAŠÍČEK Zdeněk. Functional-Level Development of Image Filters by Means of Cellular Automata. In: 2013 IEEE International Conference on Evolvable Systems (ICES). Singapore: IEEE Computer Society, 2013, pp. 29-36. ISBN 978-1-4673-5847-7.
 DOBAI Roland and SEKANINA Lukáš. Towards Evolvable Systems Based on the Xilinx Zynq Platform. In: 2013 IEEE International Conference on Evolvable Systems (ICES). Singapur: IEEE Computational Intelligence Society, 2013, pp. 89-95. ISBN 978-1-4673-5869-9.
 DVOŘÁK Václav and MIKUŠEK Petr. Easily Reprogrammable Embedded Logic Control. In: Proceedings of ICINCO 2013, Vol.1. Lisbon: SciTePress - Science and Technology Publications, 2013, pp. 471-476. ISBN 978-989-8565-70-9.
 HRBÁČEK Radek and DRAHOŠOVÁ Michaela. Coevolutionary Cartesian Genetic Programming in FPGA. In: Advances in Artificial Life, ECAL 2013, Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems. Cambridge: MIT Press, 2013, pp. 431-438. ISBN 978-0-262-31709-2.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Advanced Approach to Calibration of Traffic Microsimulation Models using Travel Times. Journal of Cellular Automata. Philadelphia: Old City Publishing, Inc., 2013, vol. 8, no. 6, pp. 457-467. ISSN 1557-5969.
 MINAŘÍK Miloš and SEKANINA Lukáš. Concurrent Evolution of Hardware and Software for Application-Specific Microprogrammed Systems. In: 2013 IEEE International Conference on Evolvable Systems (ICES). Singapur: IEEE Computational Intelligence Society, 2013, pp. 43-50. ISBN 978-1-4673-5869-9.
 PETRLÍK Jiří and SEKANINA Lukáš. Multiobjective evolution of approximate multiple constant multipliers. In: IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems 2013. Brno: IEEE Computer Society, 2013, pp. 116-119. ISBN 978-1-4673-6133-0.
 RŮŽIČKA Richard and ŠIMEK Václav. More Complex Polymorphic Circuits: A Way to Implementation of Smart Dependable Systems. ElectroScope. Plzeň: University of West Bohemia in Pilsen, 2013, vol. 7, no. 5, pp. 1-6. ISSN 1802-4564.
 SALVADOR Ruben, OTERO Andres, MORA Javier, DE la Torre Eduardo, RIESGO Teresa and SEKANINA Lukáš. Self-Reconfigurable Evolvable Hardware System for Adaptive Image Processing. IEEE Transactions on Computers. 2013, vol. 62, no. 8, pp. 1481-1493. ISSN 0018-9340.
 SEKANINA Lukáš and VAŠÍČEK Zdeněk. Approximate Circuit Design by Means of Evolvable Hardware. In: 2013 IEEE International Conference on Evolvable Systems (ICES). Singapur: IEEE Computer Society, 2013, pp. 21-28. ISBN 978-1-4673-5847-7.
 SEKANINA Lukáš. Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world. Ubiquity. 2013, vol. 2013, no. 2, pp. 1-7. ISSN 1530-2180.
 SEKANINA Lukáš, RŮŽIČKA Richard, VAŠÍČEK Zdeněk, ŠIMEK Václav and HANÁČEK Petr. Implementing a Unique Chip ID on a Reconfigurable Polymorphic Circuit. Information Technology And Control. Kaunas: 2013, vol. 42, no. 1, pp. 7-14. ISSN 1392-124X.
 ŠIMEK Václav and RŮŽIČKA Richard. More Complex Polymorphic Circuits and Their Physical Implementation. In: Proceedings of the 20th Electronic Devices and Systems IMAPS CS International Conference. Brno: Brno University of Technology, 2013, pp. 189-194. ISBN 978-80-214-4754-7.
 VAŠÍČEK Zdeněk, BIDLO Michal and SEKANINA Lukáš. Evolution of efficient real-time non-linear image filters for FPGAs. Soft Computing. 2013, vol. 17, no. 11, pp. 2163-2180. ISSN 1432-7643.
 VRÁNSKY Radovan and SCHWARZ Josef. Content based spam filtering algorithm:Experimental study. In: 19th International Conference on Soft Computing, Mendel 2013. Brno: Faculty of Mechanical Engineering BUT, 2013, pp. 277-282. ISBN 978-80-214-4755-4.
2012BIDLO Michal and VAŠÍČEK Zdeněk. Cellular Automaton as a Sorting Network Generator Using Instruction-Based Development. Lecture Notes in Computer Science. 2012, vol. 2012, no. 7495, pp. 214-223. ISSN 0302-9743.
 BIDLO Michal and VAŠÍČEK Zdeněk. Evolution of Cellular Automata Using Instruction-Based Approach. In: 2012 IEEE World Congress on Computational Intelligence. CA: Institute of Electrical and Electronics Engineers, 2012, pp. 1060-1067. ISBN 978-1-4673-1508-1.
 DRAHOŠOVÁ Michaela and SEKANINA Lukáš. Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP. Lecture Notes in Computer Science. 2012, vol. 2012, no. 7491, pp. 163-172. ISBN 978-3-642-32936-4. ISSN 0302-9743.
 DRAHOŠOVÁ Michaela and SEKANINA Lukáš. Coevolution in Cartesian Genetic Programming. In: Proc. of the 15th European Conference on Genetic Programming. Heidelberg: Springer Verlag, 2012, pp. 182-193. ISBN 978-3-642-29138-8.
 DRAHOŠOVÁ Michaela and SEKANINA Lukáš. Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP. 8th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno: Masaryk University, 2012. ISBN 978-80-87342-15-2.
 DVOŘÁK Václav. Branching Program-Based Programmable Logic for Embedded Systems. In: Proceedings of ICONS 2012. New York: International Academy, Research, and Industry Association, 2012, pp. 109-115. ISBN 978-1-61208-184-7.
 DVOŘÁK Václav. On the Complexity and Optimization of Branching Programs for Decision Diagram Machines. In: Programmable Devices and Embedded Systems PDeS 2012. Brno: Faculty of Electrical Engineering and Communication BUT, 2012, pp. 84-89. ISBN 978-3-902823-21-2. ISSN 1474-6670.
 JAROŠ Jiří and POSPÍCHAL Petr. A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark. Lecture Notes in Computer Science. 2012, vol. 2012, no. 7248, pp. 426-435. ISSN 0302-9743.
 JAROŠ Jiří. Multi-GPU Island-Based Genetic Algorithm Solving the Knapsack Problem. In: 2012 IEEE World Congress on Computational Intelligence. CA: Institute of Electrical and Electronics Engineers, 2012, pp. 217-224. ISBN 978-1-4673-1508-1.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Calibrating Traffic Simulation Model using Vehicle Travel Times. Lecture Notes in Computer Science. 2012, vol. 2012, no. 7495, pp. 807-816. ISSN 0302-9743.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Evolutionary approach to calibration of cellular automaton based traffic simulation model. In: Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems. Anchorage: IEEE Intelligent Transportation Systems Society, 2012, pp. 122-129. ISBN 978-1-4673-3062-6.
 PETRLÍK Jiří, KORČEK Pavol, FUČÍK Otto, BESZÉDEŠ Marián and SEKANINA Lukáš. Estimation of traffic density map using evolutionary algorithm. In: Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems. Anchorage: IEEE Intelligent Transportation Systems Society, 2012, pp. 632-637. ISBN 978-1-4673-3062-6.
 RŮŽIČKA Richard and ŠIMEK Václav. NAND/NOR Gate Polymorphism in Low Temperature Environment. In: Proceedings of the 2012 IEEE 15th International Symposium on Design and Diagnostics of Electronic Circuits & Systems. Tallinn: Institute of Electrical and Electronics Engineers, 2012, pp. 34-37. ISBN 978-1-4673-1185-4.
 RŮŽIČKA Richard and ŠIMEK Václav. Polymeric Polymorphic Electronics: Towards Multifunctional Logic Elements Based on Organic Semiconductor Materials. In: Proceedings of CSE 2012 International Scientific Conference on Computer Science and Engineerig. Košice: Faculty of Electrical Engineering and Informatics, University of Technology Košice, 2012, pp. 154-161. ISBN 978-80-8143-049-7.
 SALVADOR Ruben, VIDAL Alberto, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Accelerating FPGA-based evolution of wavelet transform filters by optimized task scheduling. Microprocessors and Microsystems. Amsterdam: Elsevier Science, 2012, vol. 36, no. 5, pp. 427-438. ISSN 0141-9331.
 SEKANINA Lukáš and SALAJKA Vojtěch. Towards New Applications of Multi-Function Logic: Image Multi-Filtering. In: Proc. of the 2012 Design, Automation and Test in Europe. Dresden: European Design and Automation Association, 2012, pp. 824-827. ISBN 978-1-4577-2145-8.
 SEKANINA Lukáš and VAŠÍČEK Zdeněk. A SAT-based Fitness Function for Evolutionary Optimization of Polymorphic Circuits. In: Proc. of the 2012 Design, Automation and Test in Europe. Dresden: European Design and Automation Association, 2012, pp. 715-720. ISBN 978-1-4577-2145-8.
 SEKANINA Lukáš, SALAJKA Vojtěch and VAŠÍČEK Zdeněk. Two-Step Evolution of Polymorphic Circuits for Image Multi-Filtering. In: 2012 IEEE World Congress on Computational Intelligence. CA: Institute of Electrical and Electronics Engineers, 2012, pp. 432-439. ISBN 978-1-4673-1508-1.
 VAŠÍČEK Zdeněk and SEKANINA Lukáš. On Area Minimization of Complex Combinational Circuits Using Cartesian Genetic Programming. In: 2012 IEEE World Congress on Computational Intelligence. CA: Institute of Electrical and Electronics Engineers, 2012, pp. 2379-2386. ISBN 978-1-4673-1508-1.
 VAŠÍČEK Zdeněk and SLANÝ Karel. Efficient Phenotype Evaluation in Cartesian Genetic Programming. In: Proc. of the 15th European Conference on Genetic Programming. Heidelberg: Springer Verlag, 2012, pp. 266-278. ISBN 978-3-642-29138-8.
 ŽALOUDEK Luděk and SEKANINA Lukáš. Cellular automata-based systems with fault-tolerance. Natural Computing. Berlin: Springer Verlag, 2012, vol. 11, no. 4, pp. 673-685. ISSN 1567-7818.
2011DVOŘÁK Václav and JAROŠ Jiří. A Programmable Interconnection Network for Multiple Communication Patterns. In: Proceedings of the Sixth International Conference on Systems, ICONS 2011. St. Maarten: International Academy, Research, and Industry Association, 2011, pp. 6-11. ISBN 978-1-61208-002-4.
 DVOŘÁK Václav and MIKUŠEK Petr. On the cascade realization of sparse logic functions. In: Euromicro Proceedings. Oulu: IEEE Computer Society, 2011, pp. 21-28. ISBN 978-0-7695-4494-6.
 GAJDA Zbyšek and SEKANINA Lukáš. On Evolutionary Synthesis of Compact Polymorphic Combinational Circuits. Journal of Multiple-Valued Logic and Soft Computing. Philadelphia: Old City Publishing, Inc., 2011, vol. 17, no. 6, pp. 607-631. ISSN 1542-3980.
 GAJDA Zbyšek and SEKANINA Lukáš. Recent Advances in Evolutionary Synthesis and Optimization of Ordinary and Polymorphic Circuits. Brno: Faculty of Information Technology BUT, 2011. ISBN 978-80-214-4417-1.
 JAROŠ Jiří and DVOŘÁK Václav. Evolutionary Design of Collective Communications on Wormhole NoCs. Autonomic Networking-On-Chip: Bio-Inspired Specification, Development, and Verification. London: CRC Press LLC, 2011, pp. 60-94. ISBN 978-1-4398-2911-0.
 JAROŠ Jiří and DVOŘÁK Václav. Optimizing Collective Communications on the K-port Spidergon Network. In: Proceedings of the Sixth International Conference on Systems, ICONS 2011. St. Maarten: International Academy, Research, and Industry Association, 2011, pp. 24-29. ISBN 978-1-61208-002-4.
 KORČEK Pavol. Simulácie dopravy pre dlhodobú predpoveď stavu dopravy. In: Počítačové architektury a diagnostika 2011. Bratislava: Faculty of Informatics and Information Technology Slovak University of Technology in Bratislava, 2011, pp. 115-120. ISBN 978-80-227-3552-0.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. A Scalable Cellular Automata Based Microscopic Traffic Simulation. In: Proceedings of the IEEE Intelligent Vehicles Symposium 2011 (IV11). Baden-Baden: IEEE Intelligent Transportation Systems Society, 2011, pp. 13-18. ISBN 978-1-4577-0889-3.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Cellular automata based traffic simulation accelerated on GPU. In: Proceedings of the 17th International Conference on Soft Computing (MENDEL2011). Brno: Institute of Automation and Computer Science FME BUT, 2011, pp. 395-402. ISBN 978-80-214-4302-0.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Microscopic traffic simulation using CUDA. In: Advanced Computer Architecture and Compilation for High-Performace and Embedded Systems (ACACES 2011) Poster Abstracts. Fiuggi: Academia Press, 2011, pp. 207-210. ISBN 978-90-382-1798-7.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. A Scalable Cellular Automata Based Microscopic Traffic Simulation. 7th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno: Masaryk University, 2011. ISBN 978-80-214-4305-1.
 MIKUŠEK Petr, TOMEC Martin and DVOŘÁK Václav. A Cascade Decomposition of Application-Specific Systems. In: MEMICS Proc.. Brno: Brno University of Technology, 2011, pp. 78-85. ISBN 978-80-214-4305-1.
 MINAŘÍK Miloš and SEKANINA Lukáš. Evolution of Iterative Formulas Using Cartesian Genetic Programming. Lecture Notes in Computer Science. 2011, vol. 2011, no. 6881, pp. 11-20. ISSN 0302-9743.
 OTERO Andres, SALVADOR Ruben, MORA Javier, DE la Torre Eduardo, RIESGO Teresa and SEKANINA Lukáš. A Fast Reconfigurable 2D HW Core Architecture on FPGAs for Evolvable Self-Adaptive Systems. In: Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2011, pp. 336-343. ISBN 978-1-4577-0599-1.
 POSPÍCHAL Petr, SCHWARZ Josef and JAROŠ Jiří. Acceleration of grammatical evolution using graphics processing units: computational intelligence on consumer games and graphics hardware. In: Proceedings of the 2011 GECCO conference companion on Genetic and evolutionary computation. New York: Association for Computing Machinery, 2011, pp. 431-439. ISBN 978-1-4503-0690-4.
 RŮŽIČKA Richard and ŠIMEK Václav. On Properties of Basic Building Blocks for Printable Polymer and Nanometal Logic. In: Proc. of IMAPS CS International Conference on Electronic Devices and Systems. Brno: Brno University of Technology, 2011, pp. 258-263. ISBN 978-80-214-4303-7.
 RŮŽIČKA Richard, ŠIMEK Václav and SEKANINA Lukáš. Behavior of CMOS Polymorphic Circuits in High Temperature Environment. In: Proceedings of the 2011 IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems. Cottbus: IEEE Computer Society, 2011, pp. 447-452. ISBN 978-1-4244-9753-9.
 SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Evolutionary Approach to Improve Wavelet Transforms for Image Compression in Embedded Systems. EURASIP Journal on Advances in Signal Processing. 2011, vol. 2011, no. 2011, pp. 1-20. ISSN 1687-6172.
 SALVADOR Ruben, OTERO Andres, MORA Javier, DE la Torre Eduardo, RIESGO Teresa and SEKANINA Lukáš. Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support. In: Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2011, pp. 184-191. ISBN 978-1-4577-0599-1.
 SALVADOR Ruben, OTERO Andres, MORA Javier, DE la Torre Eduardo, SEKANINA Lukáš and RIESGO Teresa. Fault Tolerance Analysis and Self-Healing Strategy of Autonomous, Evolvable Hardware Systems. In: Proc. of the 2011 International Conference on ReConFigurable Computing and FPGAs. Los Alamitos: IEEE Computer Society, 2011, pp. 164-169. ISBN 978-0-7695-4551-6.
 SALVADOR Ruben, VIDAL Alberto, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Bio-inspired FPGA architecture for self-calibration of an image compression core based on wavelet transforms in embedded systems. In: VLSI Circuits and Systems V. Bellingham: SPIE - the international society for optics and photonics, 2011, pp. 1-13. ISBN 978-0-8194-8656-1.
 SEKANINA Lukáš and KOMENDA Tomáš. Global Control in Polymorphic Cellular Automata. Journal of Cellular Automata. Philadelphia: Old City Publishing, Inc., 2011, vol. 6, no. 4, pp. 301-321. ISSN 1557-5969.
 SEKANINA Lukáš and VAŠÍČEK Zdeněk. CGP Acceleration Using Field-Programmable Gate Arrays. Cartesian Genetic Programming. Berlin: Springer Verlag, 2011, pp. 217-230. ISBN 978-3-642-17309-7.
 SEKANINA Lukáš. Evolutionary hardware design (Invited Paper). In: VLSI Circuits and Systems V. Bellingham: SPIE - the international society for optics and photonics, 2011, pp. 1-11. ISBN 978-0-8194-8656-1.
 SEKANINA Lukáš, HARDING Simon L., BANZHAF Wolfgang and KOWALIW Taras. Image Processing and CGP. Cartesian Genetic Programming. Berlin: Springer Verlag, 2011, pp. 181-215. ISBN 978-3-642-17309-7.
 SEKANINA Lukáš, WALKER James A., KAUFMANN Paul and PLATZNER Marco. Evolution of Electronic Circuits. Cartesian Genetic Programming. Berlin: Springer Verlag, 2011, pp. 125-179. ISBN 978-3-642-17309-7.
 SCHWARZ Josef and POSPÍCHAL Petr. Optimizing Code for Graphics Processing Units. In: Počítačové architektury a diagnostika 2011. Bratislava: Slovak University of Technology in Bratislava, 2011, pp. 79-84. ISBN 978-80-227-3552-0.
 VAŠÍČEK Zdeněk and BIDLO Michal. Evolutionary Design of Robust Noise-Specific Image Filters. In: 2011 IEEE Congress on Evolutionary Computation. New Orleans: IEEE Computer Society, 2011, pp. 269-276. ISBN 978-1-4244-7834-7.
 VAŠÍČEK Zdeněk and SEKANINA Lukáš. A Global Postsynthesis Optimization Method for Combinational Circuits. In: Proc. of the Design, Automation and Test in Europe DATE 2011. Grenoble: European Design and Automation Association, 2011, pp. 1525-1528. ISBN 978-3-9810801-7-9.
 VAŠÍČEK Zdeněk and SEKANINA Lukáš. Extensions of Cartesian Genetic Programming for Optimization of Complex Combinational Circuits. In: Proc. of the 20th International Workshop on Logic and Synthesis. San Diego: University of California San Diego, 2011, pp. 55-61.
 VAŠÍČEK Zdeněk and SEKANINA Lukáš. Formal verification of candidate solutions for post-synthesis evolutionary optimization in evolvable hardware. Genetic Programming and Evolvable Machines. Berlin: Springer Verlag, 2011, vol. 12, no. 3, pp. 305-327. ISSN 1389-2576.
 VAŠÍČEK Zdeněk, BIDLO Michal, SEKANINA Lukáš and GLETTE Kyrre. Evolutionary Design of Efficient and Robust Switching Image Filters. In: Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2011, pp. 192-199. ISBN 978-1-4577-0599-1.
 ŽALOUDEK Luděk and SEKANINA Lukáš. Increasing Fault-Tolerance in Cellular-Based Systems. Lecture Notes in Computer Science. 2011, vol. 2011, no. 6714, pp. 234-245. ISSN 0302-9743.
 ŽALOUDEK Luděk. Permanent Errors May Contribute to Emergent Behavior in One-Dimensional Cellular Automata. In: Proceedings of the 2011 Third World Congress on Nature and Biologically Inspired Computing. Salamanca: Institute of Electrical and Electronics Engineers, 2011, p. 6. ISBN 978-1-4577-1123-7.
 ŽALOUDEK Luděk. Vliv defektů a zvyšování odolnosti proti poruchám v celulárních systémech. In: Počítačové architektury a diagnostika 2011. Bratislava: Vydavateľstvo STU, 2011, pp. 145-150. ISBN 978-80-227-3552-0.
2010BIDLO Michal and SEKANINA Lukáš. On Impact of Environment on the Complexity Generated by Evolutionary Development. In: MENDEL 2010 - 16th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2010, pp. 501-508. ISBN 978-80-214-4120-0.
 BIDLO Michal. Evolutionary Design of Generic Structures Using Instruction-Based Development. Brno: Faculty of Information Technology BUT, 2010. ISBN 978-80-214-4210-8.
 BIDLO Michal, SLANÝ Karel and VAŠÍČEK Zdeněk. Sorting Network Development Using Cellular Automata. In: Evolvable Systems: From Biology to Hardware. London: Springer London, 2010, pp. 85-96. ISBN 978-3-642-15322-8.
 DVOŘÁK Václav and MIKUŠEK Petr. Design of Arbiters and Allocators Based on Multi-Terminal BDDs. Journal of Universal Computer Science. 2010, vol. 16, no. 14, pp. 1826-1852. ISSN 0948-6968.
 DVOŘÁK Václav. Multi-Terminal BDDs in Microprocessor-Based Control. In: Proceedings ICINCO 2010. Funchal, Madeira: Institute for Systems and Technologies of Information, Control and Communication, 2010, pp. 140-145. ISBN 978-989-8425-02-7.
 FIŠER Petr, SCHMIDT Jan, VAŠÍČEK Zdeněk and SEKANINA Lukáš. On Logic Synthesis of Conventionally Hard to Synthesize Circuits Using Genetic Programming. In: Proc. of the 13th Int. IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems. Vienna: IEEE Computer Society, 2010, pp. 346-351. ISBN 978-1-4244-6610-8.
 GAJDA Zbyšek and SEKANINA Lukáš. An Efficient Selection Strategy for Digital Circuit Evolution. In: Evolvable Systems: From Biology to Hardware. Berlin: Springer Verlag, 2010, pp. 13-24. ISBN 978-3-642-15322-8.
 GAJDA Zbyšek and SEKANINA Lukáš. When Does Cartesian Genetic Programming Minimize the Phenotype Size Implicitly?. In: Proceeding of Genetic and Evolutionary Computation Conference, GECCO 2010. New York: Association for Computing Machinery, 2010, pp. 983-984. ISBN 978-1-4503-0072-8.
 JAROŠ Jiří and DVOŘÁK Václav. Evolutionary-Based Conflict-Free Scheduling of Collective Communications on Spidergon NoCs. In: Proceedings of 2010 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, 2010, pp. 1171-1178. ISBN 978-1-4503-0072-8.
 JAROŠ Jiří. Evolutionary Design of Collective Communications on Wormhole Networks. Brno: Publishing house of Brno University of Technology VUTIUM, 2010. ISBN 978-80-214-4208-5.
 KORČEK Pavol. Simulácie dopravy a ich akcelerácia. In: Počítačové architektury a diagnostika 2010. Brno: Department of Computer Systems FIT BUT, 2010, pp. 63-68. ISBN 978-80-214-4140-8.
 KORČEK Pavol, SEKANINA Lukáš and FUČÍK Otto. Towards Scalable and Accurate Microscopic Traffic Simulation Using Advanced Cellular Automata Based Models. In: Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems Workshops. Madeira Island: IEEE Intelligent Transportation Systems Society, 2010, pp. 27-35. ISBN 978-972-8822-20-0.
 POSPÍCHAL Petr. GPU-Based Acceleration of the Genetic Algorithm. In: Proceedings of the 16th Conference Student EEICT 2010 Volume 5. Brno: Faculty of Information Technology BUT, 2010, pp. 234-238. ISBN 978-80-214-4080-7.
 POSPÍCHAL Petr. GPU-Based Acceleration of the Genetic Algorithm. In: Počítačové architektury a diagnostika 2010. Brno: Faculty of Information Technology BUT, 2010, pp. 75-80. ISBN 978-80-214-4140-8.
 POSPÍCHAL Petr, JAROŠ Jiří and SCHWARZ Josef. Parallel Genetic Algorithm on the CUDA Architecture. In: Applications of Evolutionary Computation. Berlin Heidelberg: Springer Verlag, 2010, pp. 442-451. ISBN 978-3-642-12238-5.
 POSPÍCHAL Petr, SCHWARZ Josef and JAROŠ Jiří. Parallel Genetic Algorithm Solving 0/1 Knapsack Problem Running on the GPU. In: 16th International Conference on Soft Computing MENDEL 2010. Brno: Brno University of Technology, 2010, pp. 64-70. ISBN 978-80-214-4120-0.
 RŮŽIČKA Richard. On Practical Aspects of Printable Polymer and Nanometal Logic. In: Proceedings of CSE2010 - International Scientific Conference on Computer Science and Engineering. Košice: The University of Technology Košice, 2010, pp. 202-207. ISBN 978-80-8086-164-3.
 SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems. In: Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2010, pp. 177-184. ISBN 978-1-4244-5888-2.
 SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. High level validation of an optimization algorithm for the implementation of adaptive Wavelet Transforms in FPGAs. In: Proc. of 13th Euromicro Conference on Digital System Design. Los Alamitos: IEEE Computer Society, 2010, pp. 96-103. ISBN 978-0-7695-4171-6.
 SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Implementation of bio-inspired adaptive wavelet transforms in FPGAs. Modelling, validation and profiling of the algorithm. In: Proceedings of the XXV Conference on Design of Circuits and Integrated Systems. Lanzarote: The Universidad de Las Palmas de Gran Canaria, 2010, pp. 210-215. ISBN 978-84-693-7393-4.
 SEKANINA Lukáš. Evoluční návrh hardware. Umelá inteligencia a kognitívna veda II. Bratislava: Vydavateľstvo STU, 2010, pp. 437-465. ISBN 978-80-227-3284-0.
 SEKANINA Lukáš. Evolutionary Circuit Design: Tutorial. In: Proc. of the 13th Int. IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems. Vienna: IEEE Computer Society, 2010, pp. 5-5. ISBN 978-1-4244-6610-8.
 ŠIMÁČEK Jiří, SEKANINA Lukáš and STAREČEK Lukáš. Evolutionary Design of Reconfiguration Strategies to Reduce the Test Application Time. In: Evolvable Systems: From Biology to Hardware. Berlin: Springer Verlag, 2010, pp. 214-225. ISBN 978-3-642-15322-8.
 ŠIMEK Václav, RŮŽIČKA Richard and SEKANINA Lukáš. On Analysis of Fabricated Polymorphic Circuits. In: Proc. of the 13th Int. IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems. Vienna: IEEE Computer Society, 2010, pp. 281-284. ISBN 978-1-4244-6610-8.
 VAŠÍČEK Zdeněk. Využití a akcelerace evolučních technik pro návrh číslicových obvodů. In: Počítačové architektury a diagnostika 2010. Brno: Faculty of Information Technology BUT, 2010, pp. 165-170. ISBN 978-80-214-4140-8.
 VAŠÍČEK Zdeněk, SEKANINA Lukáš and BIDLO Michal. A Method for Design of Impulse Bursts Noise Filters Optimized for FPGA Implementations. In: DATE 2010: Design, Automation and Test in Europe. Dresden: European Design and Automation Association, 2010, pp. 1731-1736. ISBN 978-3-9810801-6-2.
 ŽALOUDEK Luděk. Výpočetní systémy založené na celulárních automatech. In: Počítačové architektury a diagnostika 2010. Brno: Faculty of Information Technology BUT, 2010, pp. 177-182. ISBN 978-80-214-4140-8.
 ŽALOUDEK Luděk, SEKANINA Lukáš and ŠIMEK Václav. Accelerating Cellular Automata Evolution on Graphics Processing Units. International Journal on Advances in Software. 2010, vol. 3, no. 1, pp. 294-303. ISSN 1942-2628.

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