Ing. Raissa Likhonina, Ph.D.
postdoc
Department:
Department of Signal Processing
Research interests:
RLS algorithms
Biography
Publication list
Maternity leave.
EU funded R&D projects participant
- Current EU R&D projects (Chips JU):
- Listen2Future - Acoustic sensor solutions integrated with digital technologies as key enablers for emerging applications fostering Society 5.0 (2023 - 2026)
- SOIL - Solidify the European FDSOI Ecosystem Accelerating its Industrial Deployment (2024 - 2027)
- EECONE - European ECOsystem for greeN Electronics (2023 - 2026)
- Past EU R&D projects:
- StorAIge (ECSEL JU, 2021 - 2024)
- Arrowhead Tools (ECSEL JU, 2019 - 2022)
- FitOptiVis (ECSEL JU, 2018 - 2021)
- WAKeMeUP (ECSEL JU, 2018 - 2021)
- Productive4.0 (ECSEL JU, 2017 - 2020)
- SILENSE (ECSEL JU, 2017 - 2020)
- EMC2 (ARTEMIS JU, 2014 - 2017)
- ALMARVI (ARTEMIS JU, 2014 - 2017)
- Past national R&D projects:
Journal articles
- : Hand detection application based on QRD RLS Lattice algorithm and its implementation on Xilinx Zynq Ultrascale+, Neural Network World 32 2 (2022), p. 73-92 Download Download DOI: 10.14311/NNW.2022.32.005 [2022]
- : Modeling of discrete questionnaire data with dimension reduction, Neural Network World 32 1 (2022), p. 15-41 Download Download DOI: 10.14311/NNW.2022.32.002 [2022]
Other publications
- : Compilation of AI 3.0 models for Vitis 2023.2, AI 3.5 SW, AI 3.0 DPUCZDX8G (2024) Download [2024]
- : Support for TE0820 Modules in Vitis 2023.2, AI 3.5 SW, AI 3.0 DPUCZDX8G (2024) Download [2024]
- : Adaptive Lattice Filter on STM32H7 Devices (2024) Download [2024]
- : Compilation of Vitis AI 3.0 models for different configurations of AMD DPUs. (2024) Download [2024]
- : Hand detection ultrasound based application implemented on the FPGA platform, Book of abstracts. 6th International Caparica Conference on Ultrasonic-based applications from analysis to synthesis, p. 107-107 [2023]
- : Fast Bayesian Algorithms for FPGA Platforms Download [2023]
- : Rychlé algoritmy Bayesovského rozhodování pro FPGA platformy, České vysoké učení technické v Praze (Prague, 2022) Download [2022]
- : STM32H753 Terminal with Zynq Ultrascale+ Accelerator (2021) Download [2021]
- : STM32H753 Terminal with TE0723 03 07S 1C Accelerator HW Data Movers (2021) Download [2021]
- : Data Movers in DTRiMC tool for TE0726 03M 07S board (2021) Download [2021]
- : DTRiMC tool for TE0726-03M board (2021) Download [2021]
- : DTRiMC tool for TE0808-09-EG-ES1 module on TEBF0808 carrier board (2021) Download [2021]
- : Hand detection algorithm: pre-processing stage, Proceedings of the 17th international conference on informatics in control, automation and robotics, p. 695-701, Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan Download DOI: 10.5220/0009885206950701 [2020]
- : Hand Gesture Recognition Based on Ultrasound Technology: Pre-processing Stage, Proceedings - Research monograph : 2019 8th Mediterranean Conference on Embedded Computing (MECO), p. 354-360, Eds: Stojanović Radovan, Jóźwiak Lech, Jurišić Dražen, Lutovac Budimir Download DOI: 10.1109/MECO.2019.8760063 [2019]
- : QRD RLS Algorithm for Hand Gesture Recognition Applications, Proceedings of IWSSIP 2019, p. 195-201, Eds: Žagar Drago, Rimac-Drlje Snježana, Martinović Goran, Galić Irena, Vranješ Denis, Habijan Marija Download DOI: 10.1109/IWSSIP.2019.8787283 [2019]
- : Noise Cancellation Using QRD RLS Algorithms (2018) Download [2018]
- : Camera-to-touchscreen design, Proceedings of 6th International Workshop on Mathematical Models and their Applications (IWMMA’2017), p. 94-99 Download [2017]
- : Adaptive RLS Algorithms Reference Implementations (2017) Download [2017]
- : Initialization of Recursive Mixture-based Clustering with Uniform Components, Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2017), p. 449-458 Download DOI: 10.5220/0006417104490458 [2017]
- : Comparison of mixture-based classification with the data-dependent pointer model for various types of components, ÚTIA AV ČR (Praha, 2016) Download [2016]
- : Camera to Touchscreen Demonstration for MicroZed 7020 carrier board, Avnet 7-inch Zed Touch Display and Avnet Toshiba Industrial 1080P60 Camera Module (2016) Download [2016]