Project Details

Návrh a obvodová realizace zařízení pro automatické generování patentovatelných invencí

Project Period: 1. 1. 2007 – 31. 12. 2009

Project Type: grant

Code: GA102/07/0850

Agency: Czech Science Foundation

Program: Standardní projekty

English title
Design and hardware implementation of a patent-invention machine
Type
grant
Keywords

evolutionary design, field programmable gate array, patent

Abstract

This basic research project deals with a new approach to the design and implementation of intelligent machines. The aim of this project is to design and implement a machine that will be able to automatically generate human-competitive and patentable inventions. This machine will be based on a genetic programming system accelerated using a field programmable gate array that integrates reconfigurable logic as well as PowerPC processors on a single chip. The machine will be utilized to produce human-competitive and patentable inventions in areas of digital circuit design, scheduling, image processing, predicting, molecular design etc. As this machine will be available as a relatively small embedded device it can be utilized to generate intelligent solutions to the dynamically emerging problems in real-world applications, e.g. in mobile systems, adaptive traffic controllers, robots etc. This is a multidisciplinary project of artificial intelligence and various scientific and engineering fields.

Team members
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY) – research leader
Bidlo Michal, doc. Ing., Ph.D. (DCSY)
Čapka Ladislav, Ing.
Dvořák Václav, prof. Ing., DrSc.
Gajda Zbyšek, Ing., Ph.D. (RG EHW)
Jaroš Jiří, doc. Ing., Ph.D. (DCSY)
Kobliha Miloš, Ing.
Martínek Tomáš, doc. Ing., Ph.D. (DCSY)
Mikušek Petr, Ing.
Schwarz Josef, doc. Ing., CSc. (CM-SFE)
Slaný Karel, Ing. (RG EHW)
Šimek Václav, Ing. (DCSY)
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY)
Žaloudek Luděk, Ing. (RG EHW)
Publications

2012

  • SEKANINA, L. Evolvable hardware. In Handbook of Natural Computing. Berlin: Springer Verlag, 2012. p. 1657-1705. ISBN: 978-3-540-92909-3. Detail

2010

  • JAROŠ, J. Evolutionary Design of Collective Communications on Wormhole Networks. Brno: Publishing house of Brno University of Technology VUTIUM, 2010. 183 p. ISBN: 978-80-214-4208-5. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Hardware Accelerator of Cartesian Genetic Programming with Multiple Fitness Units. Computing and Informatics, 2010, vol. 29, no. 6, p. 1359-1371. ISSN: 1335-9150. Detail

2009

  • BIDLO, M.; VAŠÍČEK, Z. Comparison of the Uniform and Non-Uniform Cellular Automata-Based Approach to the Development of Combinational Circuits. Proceedings 2009 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2009. p. 423-430. ISBN: 978-0-7695-3714-6. Detail
  • BIDLO, M.; VAŠÍČEK, Z. Development of Combinational Circuits Using Non-Uniform Cellular Automata: Initial Results. Genetic and Evolutionary Computation. New York: Association for Computing Machinery, 2009. p. 1839-1840. ISBN: 978-1-60558-325-9. Detail
  • BIDLO, M.; VAŠÍČEK, Z. Investigating Gate-Level Evolutionary Development of Combinational Multipliers Using Enhanced Cellular Automata-Based Model. Proc. of 2009 IEEE Congress on Evolutionary Computation. NA: IEEE Computational Intelligence Society, 2009. p. 2241-2248. ISBN: 978-1-4244-2958-5. Detail
  • DVOŘÁK, V.; MIKUŠEK, P. Optimalizace firmware pro vestavěné logcké řízení. Programmable devices and systems, 2009, roč. 2009, č. 1, s. 109-114. ISSN: 1474-6670. Detail
  • GAJDA, Z. Návrh a optimalizace polymorfních obvodů. Počítačová architektura a Diagnostika 2009. Zlín: Univerzita Tomáše Bati ve Zlíně, 2009. s. 63-67. ISBN: 978-80-7318-847-4. Detail
  • JAROŠ, J. Evolutionary Optimization of Multistage Interconnection Networks Performance. In Proceeding of Genetic and Evolutionary Computation Conference, GECCO 2009. New York: Association for Computing Machinery, 2009. p. 1537-1544. ISBN: 978-1-60558-325-9. Detail
  • JAROŠ, J.; SCHWARZ, J. Parallel BMDA with an Aggregation of Probability Models. In Proceeding of 2009 IEEE Congress on Evolutionary Computation. Trondheim: IEEE Computational Intelligence Society, 2009. p. 1683-1690. ISBN: 978-1-4244-2959-2. Detail
  • MIKUŠEK, P. Dekompoziční techniky pro aplikačně specifické systémy. Počítačové architektury a diagnostika 2009. Zlín: Univerzita Tomáše Bati ve Zlíně, 2009. s. 118-123. ISBN: 978-80-7318-847-4. Detail
  • MIKUŠEK, P. Multi-Terminal BDD Synthesis and Applications. Proceedings 19th International Conference on Field Programmable Logic and Applications (FPL). Prague: IEEE Computer Society, 2009. p. 721-722. ISBN: 978-1-4244-3892-1. Detail
  • MIKUŠEK, P.; DVOŘÁK, V. Heuristic Synthesis of MTBDDs Based On Local Width Minimization. 5th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Znojmo: Masaryk University, 2009. p. 235-235. ISBN: 978-80-87342-04-6. Detail
  • MIKUŠEK, P.; DVOŘÁK, V. Heuristic Synthesis of Multi-Terminal BDDs Based on Local Width/Cost Minimization. 12th EUROMICRO Conference on Digital System Design DSD 2009. Patras: IEEE Computer Society, 2009. p. 605-608. ISBN: 978-0-7695-3782-5. Detail
  • SEKANINA, L. Evolvable Hardware: From Applications to Implications for the Theory of Computation. Proc. of the 8th Int. Conference on Unconventional Computation. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2009. p. 24-36. ISBN: 978-3-642-03744-3. Detail
  • SEKANINA, L.; RŮŽIČKA, R.; GAJDA, Z. Polymorphic FIR Filters with Backup Mode Enabling Power Savings. Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2009. p. 43-50. ISBN: 978-0-7695-3714-6. Detail
  • SEKANINA, L.; VAŠÍČEK, Z.; RŮŽIČKA, R.; BIDLO, M.; JAROŠ, J.; ŠVENDA, P. Evoluční hardware: Od automatického generování patentovatelných invencí k sebemodifikujícím se strojům. Edice Gerstner. Edice Gerstner. Praha: Nakladatelství Academia, 2009. 328 s. ISBN: 978-80-200-1729-1. Detail
  • SLANÝ, K. Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution. Genetic Programming, 12th European Conference, EuroGP 2009. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Tübingen: Springer Verlag, 2009. p. 351-361. ISBN: 978-3-642-01180-1. ISSN: 0302-9743. Detail
  • SLANÝ, K. Towards the Automatic Evolutionary Prediction of the FOREX Market Behaviour. Proceedings of the 2009 International Conference on Adaptive and Intelligent Systems. Klagenfurt: IEEE Computer Society, 2009. p. 141-145. ISBN: 978-0-7695-3827-3. Detail
  • VAŠÍČEK, Z.; BIDLO, M.; SEKANINA, L.; TORRESEN, J.; GLETTE, K.; FURUHOLMEN, M. Evolution of Impulse Bursts Noise Filters. Proc. of the 2009 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2009. p. 27-34. ISBN: 978-0-7695-3714-6. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Efficient Hardware Accelerator for Symbolic Regression Problems. 5th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Znojmo: Masaryk University, 2009. p. 192-199. ISBN: 978-80-87342-04-6. Detail
  • ŽALOUDEK, L. Akcelerace evoluce pravidel celulárních automatů na GPU. Počítačové architektury a diagnostika 2009. Zlín: Univerzita Tomáše Bati ve Zlíně, 2009. s. 173-178. ISBN: 978-80-7318-847-4. Detail
  • ŽALOUDEK, L.; SEKANINA, L.; ŠIMEK, V. GPU Accelerators for Evolvable Cellular Automata. Computation World: Future Computing, Service Computation, Adaptive, Content, Cognitive, Patterns. Athens: Institute of Electrical and Electronics Engineers, 2009. p. 533-537. ISBN: 978-0-7695-3862-4. Detail

2008

  • BIDLO, M.; ŠKARVADA, J. Instruction-based development: From evolution to generic structures of digital circuits. International Journal of Knowledge-Based and Intelligent Engineering Systems, 2008, vol. 12, no. 3, p. 221-236. ISSN: 1327-2314. Detail
  • BIDLO, M.; VAŠÍČEK, Z. Gate-Level Evolutionary Development Using Cellular Automata. 2008 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society Press, 2008. p. 11-18. ISBN: 978-0-7695-3166-3. Detail
  • DVOŘÁK, V. Communication Performance of Mesh- and Ring-Based NoCs. Proceedings of the 7th Int. Conference on Networking. New York: IEEE Computer Society, 2008. p. 156-161. ISBN: 978-0-7695-3106-9. Detail
  • DVOŘÁK, V. Embedded Firmware Development with Multi-Way Branching. Proc. of the 3rd Int. Coference on Systems. New York: IEEE Computer Society, 2008. p. 317-322. ISBN: 978-0-7695-3105-2. Detail
  • DVOŘÁK, V. Implementation of Combinational and Sequential Functions in Embedded Firmware. International Journal of Software Engineering and Its Applications, 2008, vol. 2, no. 1, p. 43-54. ISSN: 1738-9984. Detail
  • DVOŘÁK, V.; MIKUŠEK, P. LUT Cascade-Based Implementations of Allocators. Proc. of the 25th Convention of EEE in Israel. New York: IEEE Computer Society, 2008. p. 85-89. ISBN: 978-1-4244-2482-5. Detail
  • HORNBY, G.; SEKANINA, L.; HADDOW, P. Proceedings of Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2008. p. 0-0. ISBN: 978-3-540-85856-0. Detail
  • JAROŠ, J. Evolutionary Design of Fault Tolerant Collective Communications. In Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2008. p. 261-272. ISBN: 978-3-540-85856-0. Detail
  • JAROŠ, J.; DVOŘÁK, V. An Evolutionary Design Technique for Collective Communications on Optimal Diameter-Degree Networks. In 2008 Genetic and Evolutionary Computational Conference GECCO. New York: Association for Computing Machinery, 2008. p. 1539-1546. ISBN: 978-1-60558-131-6. Detail
  • JAROŠ, J.; SCHWARZ, J. Evoluční návrh wormhole kolektivních komunikací. Proceedings of Junior Scientist Conference 2008. Vienna: Technische Universität Wien, 2008. s. 111-112. ISBN: 978-3-200-01612-5. Detail
  • KOBLIHA, M. Evolutionary Optimization of Dynamic Problems: a Short Survey. 14th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering, Czech Technical University, 2008. p. 26-31. ISBN: 978-80-214-3675-6. Detail
  • MIKUŠEK, P.; DVOŘÁK, V. On Lookup Table Cascade-Based Realizations of Arbiters. 11th EUROMICRO Conference on Digital System Design DSD 2008. Parma: IEEE Computer Society, 2008. p. 795-802. ISBN: 978-0-7695-3277-6. Detail
  • MIKUŠEK, P.; DVOŘÁK, V. On Lookup Table Cascade-Based Realizations of Arbiters. 4th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Znojmo: Masaryk University, 2008. p. 261-261. ISBN: 978-80-7355-082-0. Detail
  • PEČENKA, T.; SEKANINA, L.; KOTÁSEK, Z. Evolution of Synthetic RTL Benchmark Circuits with Predefined Testability. ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2008, vol. 13, no. 3, p. 1-21. ISSN: 1084-4309. Detail
  • SCHWARZ, J.; JAROŠ, J. Parallel Bivariate Marginal Distribution Algorithm with Probability Model Migration. In Linkage in Evolutionary Computation. LNSC, Studies in Computational Intelligence Vol. 157. Berlin / Heidelberg: Springer Verlag, 2008. p. 3-23. ISBN: 978-3-540-85067-0. Detail
  • SLANÝ, K. Branch Predictor On-line Evolutionary System. 2008 Genetic and Evolutionary Computation Conference GECCO. New York: Association for Computing Machinery, 2008. p. 1643-1648. ISBN: 978-1-60558-131-6. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Hardware Accelerators for Cartesian Genetic Programming. Eleventh European Conference on Genetic Programming. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2008. p. 230-241. ISBN: 978-3-540-78670-2. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Novel Hardware Implementation of Adaptive Median Filters. In Proc. of 2008 IEEE Design and Diagnostics of Electronic Circuits and Systems Workshop. Bratislava: IEEE Computer Society, 2008. p. 110-115. ISBN: 978-1-4244-2276-0. Detail
  • VAŠÍČEK, Z.; ŽÁDNÍK, M.; SEKANINA, L.; TOBOLA, J. On Evolutionary Synthesis of Linear Transforms. Evolvable Systems: From Biology > to > Hardware. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2008. p. 141-152. ISBN: 978-3-540-85856-0. Detail
  • ŽALOUDEK, L. Sebereplikace ve výpočetních systémech. Počítačové architektury a diagnostika 2008. Liberec: Technická univerzita v Liberci, 2008. s. 131-136. ISBN: 978-80-7372-378-1. Detail

2007

  • BIDLO, M. Evolutionary Design of Generic Combinational Multipliers Using Development. Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2007. p. 77-88. ISBN: 978-3-540-74625-6. Detail
  • ČAPKA, L.; VAŠÍČEK, Z. Investigating the Influence of Mutation Operators in Cartesian Genetic Programming. 13th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2007. p. 43-47. ISBN: 978-80-214-3473-8. Detail
  • DVOŘÁK, V. Implementation of Combinational and Sequential Functions in Embedded Firmware. Proceedings of the 2007 International Conference on Intelligent Pervasive Computing (IPC-07). Los Alamitos, California: IEEE Computer Society, 2007. p. 80-85. ISBN: 978-0-7695-3006-2. Detail
  • DVOŘÁK, V. Space-Time Trade-offs in SW Evaluation of Boolean Functions. Proceedings of The Second International Conference on Systems. New York: IEEE Computer Society, 2007. p. 344-349. ISBN: 0-7695-2807-4. Detail
  • DVOŘÁK, V. Time- and Space-Efficient Evaluation of Sparse Boolean Functions in Embedded Software. Proceedings of 14th Annual IEEE International Conference and Workshops on the Engineering of Computer-Based Systems. Los Alamitos: IEEE Computer Society, 2007. p. 178-185. ISBN: 0-7695-2772-8. Detail
  • DVOŘÁK, V. Efficient Evaluation of Multiple-Output Boolean Functions in Embedded Software or Firmware. Journal of Software, 2007, vol. 2, no. 5, p. 52-63. ISSN: 1796-217X. Detail
  • DVOŘÁK, V.; JAROŠ, J.; OHLÍDAL, M. Optimum Topology-Aware Scheduling of Collective Communications. In Proceedings of The Sixth International Conference on Networking. New York: IEEE Computer Society, 2007. p. 1-6. ISBN: 0-7695-2805-8. Detail
  • JAROŠ, J.; SCHWARZ, J. Parallel BMDA with Probability Model Migration. In Proceeding of 2007 IEEE Congress on Evolutionary Computation. Singapore: IEEE Computer Society, 2007. p. 1059-1066. ISBN: 1-4244-1340-0. Detail
  • KOBLIHA, M.; SCHWARZ, J. Self-Organizing Migrating Algorithm for Dynamic Problems: An Experimental study. 13th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2007. p. 24-29. ISBN: 978-80-214-3473-8. Detail
  • SEKANINA, L. Vztah mezi abstraktním a fyzickým výpočtem v kontextu evolučního návrhu. Kognice a umělý život VII. Opava: Slezská univerzita v Opavě, 2007. s. 305-310. ISBN: 9788072484126. Detail
  • SEKANINA, L. Evolved Computing Devices and the Implementation Problem. MINDS AND MACHINES, 2007, vol. 17, no. 3, p. 311-329. ISSN: 0924-6495. Detail
  • SEKANINA, L.; MARTÍNEK, T. Evolving Image Operators Directly in Hardware. In Genetic and Evolutionary Computation for Image Processing and Analysis. EURASIP Book Series on Signal Processing and Communications, Volume 8. New York: Hindawi Publishing Corporation, 2007. p. 93-112. ISBN: 978-977-454-001-1. Detail
  • SLANÝ, K.; DVOŘÁK, V. Evolutionary Designed Branch Predictors. 13th International Conference on Soft Computing. Brno: Faculty of Mechanical Engineering BUT, 2007. p. 18-23. ISBN: 978-80-214-3473-8. Detail
  • SLANÝ, K.; SEKANINA, L. Fitness Landscape Analysis and Image Filter Evolution Using Functional-Level CGP. Genetic Programming, 10th European Conference, EuroGP 2007. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2007. p. 311-320. ISBN: 978-3-540-71602-0. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Evaluation of a New Platform For Image Filter Evolution. Proc. of the 2007 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2007. p. 577-584. ISBN: 076952866X. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. Reducing the Area on a Chip Using a Bank of Evolved Filters. Evolvable Systems: From Biology to Hardware. Lecture Notes in Computer Science. Berlin: Springer Verlag, 2007. p. 222-232. ISBN: 978-3-540-74625-6. Detail
  • VAŠÍČEK, Z.; SEKANINA, L. An Evolvable Hardware System in Xilinx Virtex II Pro FPGA. International Journal of Innovative Computing and Applications, 2007, vol. 1, no. 1, p. 63-73. ISSN: 1751-648X. Detail
Patents

2009

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