Výzkumná skupina Evolvable Hardware

https://ehw.fit.vutbr.cz/

Hlavní výzkumník

Lukáš Sekanina se věnuje výzkumu biologií inspirované umělé inteligence, zejména genetickému programování, a aplikacím v oblastech automatizovaného návrhu, adaptace a aproximace hardware a software. Patří mezi 2% nejcitovanějších vědců v oboru Information & Communication Technologies [Plos Biology 2020].

Monografie a editované sborníky

Reference/Citace

Citace: Scopus; Google Scholar
DBLP Bibliography Server
People Contributing to Cell Matrix Use, Application and Knowledge

Členství v edičních radách vědeckých časopisů

IEEE Transactions on Evolutionary Computation (Associate Editor, 2011 - 2014)
Genetic Programming and Evolvable Machines (Editorial Board Member 2012 - 2016, Associate Editor 2016 - )
International Journal of Innovative Computing and Applications (2007 - )
Radioengineering (2017 - 2018)
Springer's Natural Computing book series (Advisory Board member, 2019 - )

Zvané přednášky, tutoriály

Zvané přednášky na konferencích (od r. 2020)
- Cartesian Genetic Programming in Electronic Design Automation at the Graph-Based Genetic Programming Workshop at GECCO 2023 (Lisbon, Portugal, 2023)
Tutoriály (od r. 2020)
- IEEE International Conference on Systems, Man, and Cybernetics SMC 2022 (Praha, CZ)
- IEEE World Congres on Computational Intelligence WCCI 2022 (Padua, IT)
- Symposium on Design and Diagnostics of Electronic Circuits and Systems DDECS 2022 (Praha, CZ)
- Design Automation Conference DAC 2021 (San Francisco, US)
- IEEE Congress on Evolutionary Computation CEC 2021 (Glasgow, UK)
- European Test Symposium ETS 2021 (Tallinn, EE)
Zvané přednášky (od r. 2020)
- CSE Seminar, University of Michigan, Ann Arbor, MI, US (June 5, 2024) link
- Faculty of Informatics, Masaryk University, Brno (December 5, 2023)
- TU Dresden (January 19, 2023) link
- Universität Leipzig, ScaDS.AI, Leipzig (January 18, 2023)
- Prague computer science seminar, Prague (June 9, 2022) link
- University of Lyon - Lyon Institute of Nanotechnology, FR (May 10, 2022)
- Institute of Informatics, Slovak Academy of Sciences, Bratislava (February 11, 2020)
všechny přednášky

Řídicí výbor

IEEE Symposium on Design and Diagnostics of Electronic Circuits and Systems (od r. 2013; od r. 2020 předseda)
European Conference on Genetic programming (2019 -)

Předsednictví na konferencích

DATE 2025: Design Automation and Test in Europe - chair of track D (Design)
DATE 2024: Design Automation and Test in Europe - chair of track D (Design)
EvoStar 2023 - Local co-chair (Brno)
DATE 2023: Design Automation and Test in Europe - chair of track D (Design)
DATE 2022: Design Automation and Test in Europe - topic chair (D11 - Approximate computing)
DATE 2021: Design Automation and Test in Europe - topic chair (D11 - Approximate computing)
DDECS 2021: Design and Diagnostics of Electronic Circuits and Systems (Vienna, AT) - PC co-chair
DATE 2020: Design Automation and Test in Europe - topic chair (D10 - Approximate computing)
DDECS 2020: Design and Diagnostics of Electronic Circuits and Systems (Novi Sad) - topic chair
EuroGP 2019: European Conference on Genetic Programming (Leipzig, DE) - program co-chair
EuroGP 2018: European Conference on Genetic Programming (Parma, IT) - program co-chair
DATE 2017: Special Session - Biologically-inspired techniques for smart, secure and low power SoCs (Lausanne, CH) - SS co-chair
EuroGP 2017: 20th European Conference on Genetic Programming (Amsterdam, NL) - publication chair
DTIS 2016: 11th International Conference on Design & Technology of Integrated Systems in Nanoscale Era (Istanbul, TR) - program chair
IEEE DDECS 2014: Design and Diagnostics of Electronic Circuits and Systems (Warsaw, PL) - general vice-chair
IEEE DDECS 2013: Design and Diagnostics of Electronic Circuits and Systems (Karlovy Vary, CZ) - general chair
MEMICS 2011: Annual Doctoral Workshop on Mathematical and Engineering Methods in Computer Science (Lednice, CZ) - program co-chair
ICES 2008: International Conference on Evolvable Systems: From Biology to Hardware (Praha, CZ) - program co-chair

Člen programového výboru

2024: CEC, DATE, DDECS, EuroGP, GECCO, IEEE CAI
2023: CEC, DATE, DDECS, EuroGP, GECCO
2022: CEC, DATE, DDECS, EuroGP, GECCO
2021: AICAS, CEC, DATE, DDECS, EuroGP, GECCO, ICES-SSCI, IGSC
2020: AICAS, CEC, DATE, DDECS, EuroGP, GECCO, ICES-SSCI, SMC
2019: AICAS, AxC, AHS, CEC, DATE, DDECS, EuroGP, GECCO, SMC
2018: AxC, AHS, CEC, DATE, DDECS, EuroGP, GECCO, ICES-SSCI
a další

Výzkumník

evoluční algoritmy a evolvable hardware
celulární automaty, částicové systémy
simulace fyzikálních systémů, Monte Carlo
uplatnění fyzikálních principů v počítačích

Zvané přednášky a keynotes

Mrazek, V.: Invited keynote lecture, Approximate Computing workshop, ICCAD conference, New Jersey, USA (to appear, October 2024)
Mrazek, V.: Approximate computing in neural networks, Prague Embedded Systems Workshop, Prague, (June 30, 2023)
Mrazek, V.: Approximation of Hardware Accelerators driven by Machine-Learning Models, DDECS conference, Tallinn, ES (May 4, 2023)
Mrazek, V.: Approximate computing in neural networks, SMART-PLANT IEEE SEASONAL SCHOOL, Thessaloniki, GR (December 10, 2023)
Mrazek, V.: Energy-efficient neural networks for embedded systems, Colloquium of Faculty of Informatics, Brno, CZ (February 2, 2020)