Department of Computer Systems

2025

  • AMIN Ullah Hafeez, AHMED Amr, YUSOFF Zuki Mohd, MOHAMAD Saad Mohamad Naufal and MALIK Aamir Saeed. A neurophysiological model based on resting state EEG functional connectivity features for assessing semantic long-term memory performance. Biomedical Signal Processing and Control, vol. 99, no. 1, 2025, pp. 1-11. ISSN 1746-8108. Detail
  • MASÁR Filip, MRÁZEK Vojtěch and SEKANINA Lukáš. Late Breaking Result: FPGA-Based Emulation and Fault Injection for CNN Inference Accelerators. In: 2025 Design, Automation & Test in Europe Conference & Exhibition (DATE). Lyon: Institute of Electrical and Electronics Engineers, 2025, p. 2. Detail
  • HURTA Martin, OVESNÁ Anna, MRÁZEK Vojtěch and SEKANINA Lukáš. Multi-Objective Evolutionary Design of Explainable EEG Classifier. In: Genetic Programming, 28th European Conference, EuroGP 2025. Terst, 2025. Detail
  • LOJDA Jakub, STRNADEL Josef, SMRŽ Pavel and ŠIMEK Václav. Multi-Partner Project: LoLiPoP-IoT - Design and Simulation of Energy-Efficient Devices for the Internet of Things. In: Lyon: Institute of Electrical and Electronics Engineers, 2025, p. 7. Detail

2024

  • DENIZIAK Stanisław, SITEK Paweł, JENIHHIN Maksim, STEININGER Andreas, SCHÖLZEL Mario and MRÁZEK Vojtěch, ed. 27th International Symposium on Design and Diagnostics of Electronic Circuits & Systems. Kliece: Institute of Electrical and Electronics Engineers, 2024. ISBN 979-8-3503-5934-3. Detail
  • ARIF Muhammad, REHMAN (ur) Faizan, SEKANINA Lukáš and MALIK Aamir Saeed. A comprehensive survey of evolutionary algorithms and metaheuristics in brain EEG-based applications. Journal of Neural Engineering, vol. 21, no. 5, 2024, pp. 1-25. ISSN 1741-2552. Detail
  • HUYNH Trung Nam, ZHANG Edward, FRANCIES Olivia, KUKLIŠ Filip, ALLEN Thomas, ZHU Jiaqi, ABEYAKOON Oshaani, LUCKA Felix, BETCKE Marta, JAROŠ Jiří, ARRIDGE Simon, COX Ben T., PLUMB Andrew and BEARD Paul. A fast all-optical 3D photoacoustic scanner for clinical vascular imaging. Nature Biomedical Engineering, vol. 8, no. 10, 2024, pp. 1-18. ISSN 2157-846X. Detail
  • SCHWARZEROVÁ Jana, HURTA Martin, BARTOŇ Vojtěch, LEXA Matej, WALTHER Dirk, PROVAZNÍK Valentine and WECKWERTH Wolfram. A perspective on genetic and polygenic risk scores-advances and limitations and overview of associated tools. Briefings in Bioinformatics, vol. 25, no. 3, 2024, pp. 1-11. ISSN 1467-5463. Detail
  • KUNÍK Oliver and JAROŠ Jiří. Accelerating Hybrid Local Domain Decomposition for the k-Wave Toolbox on Multi-GPU Systems. Ostrava, 2024. Detail
  • JAROŠ Jiří and DUCHOŇ Radek. Acceleration of Ultrasound Neurostimulation Using Mixed-Precision Arithmetic. In: HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing. New York: Association for Computing Machinery, 2024, pp. 370-372. ISBN 979-8-4007-0413-0. Detail
  • JAROŠ Jiří and BAYER David. afft: a C++17 wrapper library for FFT-like computations on various targets. Soláň, 2024. Detail
  • PIŇOS Michal, SEKANINA Lukáš and MRÁZEK Vojtěch. ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers. In: 2024 The International Joint Conference on Neural Networks (IJCNN). Yokohama: Institute of Electrical and Electronics Engineers, 2024, pp. 1-8. ISBN 979-8-3503-5931-2. Detail
  • VAŠÍČEK Zdeněk. Automated Synthesis of Commutative Approximate Arithmetic Operators. In: 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Yokohama: IEEE Computer Society, 2024, pp. 1-8. ISBN 979-8-3503-0836-5. Detail
  • VAŠÍČEK Zdeněk, MRÁZEK Vojtěch and SEKANINA Lukáš. Automated Verifiability-Driven Design of Approximate Circuits: Exploiting Error Analysis. In: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE). Valencia: Institute of Electrical and Electronics Engineers, 2024, pp. 1-6. ISBN 979-8-3503-4859-0. Detail
  • JAWED Soyiba, FAYE Ibrahima and MALIK Aamir Saeed. Deep learning-based assessment model for Real-time identification of visual learners using Raw EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, no. 1, 2024, pp. 378-390. ISSN 1558-0210. Detail
  • MALIK Aamir Saeed, HUSSAIN Muhammad and CHAUDHARY Safee Ullah. Editorial: From assessment to intervention: role of consumer technology and neurotech in preventive mental health. Frontiers in Psychology, vol. 15, no. 1, 2024. ISSN 1664-1078. Detail
  • ŠÍMA Jiří, MRÁZEK Vojtěch and VIDNEROVÁ Petra. Energy Complexity of Convolutional Neural Networks. Neural Computation, vol. 36, no. 8, 2024, pp. 1601-1625. ISSN 0899-7667. Detail
  • JAROŠ Jiří, JAROŠ Marta and BUCHTA Martin. Estimation of Distributed Ultrasound Simulation Execution Time Using Machine Learning. In: 2024 IEEE Congress on Evolutionary Computation (CEC). Yokohama: Institute of Electrical and Electronics Engineers, 2024, pp. 1-8. ISBN 979-8-3503-0836-5. Detail
  • MRÁZEK Vojtěch, KOKKINIS Argyrios, PAPANIKOLAOU Panagiotis, VAŠÍČEK Zdeněk, SIOZIOS Kostas, TZIMPRAGOS Georgios, TAHOORI Mehdi and ZERVAKIS Georgios. Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks. In: 2024 IEEE/ACM International Conference on Computer Aided Design (ICCAD). New Jersey, 2024, p. 9. Detail
  • KLHŮFEK Jan, ŠAFÁŘ Miroslav, MRÁZEK Vojtěch, VAŠÍČEK Zdeněk and SEKANINA Lukáš. Exploiting Quantization and Mapping Synergy in Hardware-Aware Deep Neural Network Accelerators. In: 2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS). Kielce: Institute of Electrical and Electronics Engineers, 2024, pp. 1-6. ISBN 979-8-3503-5934-3. Detail
  • LOJDA Jakub, STRNADEL Josef, SMRŽ Pavel and ŠIMEK Václav. First Steps Towards Unified Low-Power IoT Design: The "DYNAMIC" Framework. In: 2024 IEEE East-West Design and Test Symposium, EWDTS 2024 - Proceedings. Yerevan: Institute of Electrical and Electronics Engineers, 2024, pp. 1-6. ISBN 979-8-3315-1576-8. Detail
  • OLŠÁK Ondřej and JAROŠ Jiří. Investigating the Possibility of Using Pruned FFT in Ultrasound Wave Propagation Simulations. Ostrava, 2024. Detail
  • JAROŠ Marta and JAROŠ Jiří. k-Dispatch: Enabling Cost-Optimized Biomedical Workflow Offloading. In: HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing. New York: Association for Computing Machinery, 2024, pp. 358-360. ISBN 979-8-4007-0413-0. Detail
  • JAROŠ Marta and JAROŠ Jiří. k-Dispatch: Enabling Cost-Optimized Biomedical Workflow Offloading. Solan, 2024. Detail
  • JAROŠ Marta, TREEBY Bradley E. and JAROŠ Jiří. k-Plan: From the Hospital to the Cluster and Back. Sydney, 2024. Detail
  • MARTÍNEK Tomáš, KOŘENEK Jan and ČEJKA Tomáš. LGBM2VHDL: Mapping of LightGBM Models to FPGA. In: 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) . Orlando, FL: IEEE Computer Society, 2024, pp. 97-103. ISBN 979-8-3503-7243-4. Detail
  • STRNADEL Josef, LOJDA Jakub, SMRŽ Pavel and ŠIMEK Václav. Machine Learning in Context of IoT/Edge Devices and LoLiPoP-IoT Project. In: Proceedings of 32nd Austrian Workshop on Microelectronics (Austrochip 2024). Vienna: Institute of Electrical and Electronics Engineers, 2024, pp. 1-4. ISBN 979-8-3315-1617-8. Detail
  • BAYER David and JAROŠ Jiří. MATLAB Interface To The afft Library. Ostrava, 2024. Detail
  • STRNADEL Josef, LOJDA Jakub, SMRŽ Pavel and ŠIMEK Václav. On SMC-Based Dependability Analysis in LoLiPoP-IoT Project. In: Steffen, B. (eds) Bridging the Gap Between AI and Reality (AISolA 2024). Lecture Notes in Computer Science, vol. 15217. Limenas Hersonissou: Springer Nature Switzerland AG, 2024, pp. 420-445. ISBN 978-3-031-75434-0. ISSN 0302-9743. Detail
  • OLŠÁK Ondřej and JAROŠ Jiří. On the usage of the Sparse Fourier Transform in ultrasound propagation simulation. In: ICBRA '23: Proceedings of the 10th International Conference on Bioinformatics Research and Applications. New York: Association for Computing Machinery, 2024, pp. 107-113. ISBN 979-8-4007-0815-2. Detail
  • HUSA Jakub and SEKANINA Lukáš. Semantic Mutation Operator for Fast and Efficient Design of Bent Boolean Functions. Genetic Programming and Evolvable Machines, vol. 25, no. 3, 2024, pp. 1-32. ISSN 1389-2576. Detail
  • JAROŠ Marta, OLŠÁK Ondřej and JAROŠ Jiří. System for managing HPC-services and workflow executions. Ostrava, 2024. Detail
  • OLŠÁK Ondřej and JAROŠ Jiří. Techniques for Efficient Fourier Transform Computation in Ultrasound Simulations. In: HPDC '24: Proceedings of the 33nd International Symposium on High-Performance Parallel and Distributed Computing. New York: Association for Computing Machinery, 2024, pp. 361-363. ISBN 979-8-4007-0413-0. Detail
  • OLŠÁK Ondřej and JAROŠ Jiří. Techniques for Efficient Fourier Transform Computation in Ultrasound Simulations. Soláň, 2024. Detail
  • LOJDA Jakub, STRNADEL Josef, ŠIMEK Václav, SMRŽ Pavel, HAYES Michael and POPP Ralf. The LoLiPoP-IoT Project: Long Life Power Platforms for Internet of Things. In: Proceedings - 2024 27th Euromicro Conference on Digital System Design, DSD 2024. Paris: Institute of Electrical and Electronics Engineers, 2024, pp. 604-611. ISBN 979-8-3503-8038-5. Detail
  • SEKANINA Lukáš. Tutorial: Evolutionary Design Methods in Electronic Design Automation. In: IEEE 42nd International Conference on Computer Design (ICCD). Milano: IEEE Computer Society, 2024, pp. 689-690. ISBN 979-8-3503-8040-8. Detail
  • GOLDSCHMIDT Patrik and KUČERA Jan. Windower: Feature Extraction for Real-Time DDoS Detection Using Machine Learning. In: NOMS 2024-2024 IEEE Network Operations and Management Symposium. Seoul: Institute of Electrical and Electronics Engineers, 2024, pp. 1-10. ISBN 979-8-3503-2793-9. Detail
Back to top