Twinning for Excellence in Adaptive Edge AI

Project Information

AIDA4Edge

Grant agreement ID: 101160293

DOI

10.3030/101160293

EC signature date 25 March 2024

Start date 1 October 2024

End date 30 September 2027

Funded under

• Widening participation and spreading excellence

Total cost

No data

EU contribution

€ 1 198 362,50

Coordinated by

UNIVERSITY OF NIS- FACULTY OF ELECTRONIC ENGINEERING
Serbia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (9)

An Approximate Closed-Form Expression for Calculating Performance of Floating-Point Format for the Laplacian Source

Author(s): Zoran Perić, Bojan Denić, Milan Dinčić, Sofija Perić
Published in: Informatica, Issue 36, 2025, ISSN 0868-4952
Publisher: Vilnius University Press
DOI: 10.15388/25-INFOR587

Mel-frequency cepstral coefficients and spectrum based additional features in automatic speaker recognition

Author(s): Ivan Jokic, Stevan Jokic, Vlado Delic, Zoran Peric
Published in: Facta universitatis - series: Electronics and Energetics, Issue 38, 2025, ISSN 0353-3670
Publisher: National Library of Serbia
DOI: 10.2298/FUEE2504663J

Zero-Crossing Signature: A Time-Domain Method Applied to Diesel and Gasoline Vehicle Classification

Author(s): Jure Murovec, Jurij Prezelj, Dejan G. Ćirić, Marko M. Milivojčević
Published in: IEEE Sensors Journal, Issue 25, 2025, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSEN.2024.3516876

Switched 32-Bit Fixed-Point Format for Laplacian-Distributed Data

Author(s): Bojan Denić, Zoran Perić, Milan Dinčić, Sofija Perić, Nikola Simić, Marko Anđelković
Published in: Information, Issue 16, 2025, ISSN 2078-2489
Publisher: MDPI AG
DOI: 10.3390/INFO16070574

Performance Analysis of Two 8-Bit Floating-Point-based Piecewise Uniform Quantizers for a Laplacian Data Source

Author(s): Jelena R. Nikolic, Zoran H. Peric, Aleksandra Z. Jovanovic, Stefan S. Tomic, Sofija Z. Peric
Published in: Elektronika ir Elektrotechnika, Issue 31, 2025, ISSN 2029-5731
Publisher: Kaunas University of Technology (KTU)
DOI: 10.5755/J02.EIE.37430

Recovery Analysis of Sequentially Irradiated and NBT-Stressed VDMOS Transistors

Author(s): Snežana Djorić-Veljković, Emilija Živanović, Vojkan Davidović, Sandra Veljković, Nikola Mitrović, Goran Ristić, Albena Paskaleva, Dencho Spassov, Danijel Danković
Published in: Micromachines, Issue 16, 2025, ISSN 2072-666X
Publisher: MDPI AG
DOI: 10.3390/MI16010027

Examination of Impact of NBTIs on Commercial Power P-Channel VDMOS Transistors in Practical Applications

Author(s): Danijel Danković, Emilija Živanović, Nevena Veselinović, Dunja Đorđević, Marija Petrović, Lana Tasić, Miloš Marjanović, Sandra Veljković, Nikola Mitrović, Vojkan Davidović, Goran Ristić
Published in: Micromachines, Issue 17, 2025, ISSN 2072-666X
Publisher: MDPI AG
DOI: 10.3390/MI17010052

Simplified performance evaluation of floating-point formats for implementing intelligent measurement systems

Author(s): Milan R Dinčić, Zoran H Perić, Dragan B Denić, Bojan D Denić, Sofija Z Perić
Published in: Transactions of the Institute of Measurement and Control, 2026, ISSN 0142-3312
Publisher: SAGE Publications
DOI: 10.1177/01423312251319575

Assessing air and noise pollution through acoustic classification of vehicles fuel types using deep learning

Author(s): Andrej Hvastja, Dejan Ćirić, Marko Milivojčević, Jurij Prezelj
Published in: Heliyon, Issue 11, 2025, ISSN 2405-8440
Publisher: Elsevier BV
DOI: 10.1016/J.HELIYON.2025.E43426

Conference proceedings (14)

Investigation of the Self-Heating Effect in a P-Channel VDMOS Transistor After NBT Stress and Relaxation

Author(s): Dunja Đorđević, Lana Tasić, Nevena Veselinović, Marija Petrović, Sandra Veljković, Nikola Mitrović, Miloš Marjanović, Emilija Živanović, Goran Ristić, Danijel Danković
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261184

AIDA4Edge Project's Special Session on Hardware and Software Solutions for Edge AI Applications

Author(s): Zoran H. Perić, Milan R. Dinčić, Jelena R. Nikolić, Danijel M. Danković, Marko Andjelković, Davide Bertozzi, Riccardo Zese
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261134

SQNR Analysis of Power-of-Two Level Quantizer and Integer 3 Quantizer

Author(s): Sofija Perić, Zoran Perić, Aleksandra Jovanović, Jelena Nikolić, Riccardo Zese, Oliver Rhodes, Alice Bizzarri
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261041

Examination of TinyML Approach in ESP32-Based NFC Applications

Author(s): Nikola Mitrović, Sandra Veljković, Miloš Marjanović, Emilija Živanović, Marko Andjelković, Goran Ristić, Danijel Danković
Published in: 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), 2025
Publisher: IEEE
DOI: 10.1109/TELSIKS65061.2025.11240958

Investigation of NBTI and Relaxation Effects in P-Channel Power VDMOS Transistors

Author(s): Marija Petrović, Nevena Veselinović, Lana Tasić, Dunja Ďorđević, Sandra Veljković, Nikola Mitrović, Milos Marjanović, Emilija Živanović, Danijel Danković
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261053

Golomb – Rice Coding for Efficient Compression of 8-Bit Floating- Point Data

Author(s): Nikola Vučić, Zoran Perić, Aleksandra Jovanović, Dejan Ćirić, Milan Dinčić, Nikola Simić, Riccardo Zese, Michele Favalli
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11260994

SQNR Approximation Analysis of the FP24 Format of Laplacian Source in a Wide Variance Range

Author(s): Sofija Z. Perić, Zoran H. Perić, Bojan D. Denić, Milan R. Dinčić, Aleksandra Z. Jovanović, Marko S. Anđelković
Published in: 2025 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), 2025
Publisher: IEEE
DOI: 10.1109/ICEST66328.2025.11098267

AIDA4Edge: Twinning for Excellence in Adaptive Edge Artificial Intelligence

Author(s): Marko Andjelkovic, Rizwan Tariq Syed, Alessandro Veronesi, Fabian Vargas, Markus Ulbricht, Leticia Bolzani Poehls, Milos Krstic, Davide Bertozzi, Edward G. Jones, Oliver Rhodes, Riccardo Zese, Michele Favalli, Alice Bizzarri, Evelina Lamma, Marco Gavanelli, Elena Bellodi, Zoran Peric, Jelena Nikolic, Milan Dincic, Aleksandra Jovanovic, Dejan Ciric, Nikola Vucic, Sofija Peric, Jelena Jovanovic, Milica Stojanovic, Tatjana Nikolic, Goran Nikolic, Jelena Nedeljkovic, Danijel Dankovic, Emilija Zivanovic, Milos Marjanovic, Sandra Veljkovic, Nikola Mitrovic, Bratislav Predic, Tamara Milovanovic
Published in: 2025 28th Euromicro Conference on Digital System Design (DSD), 2025
Publisher: IEEE
DOI: 10.1109/DSD67783.2025.00031

Dynamic Neural Networks for Adaptive Edge AI: Techniques, Tools, and Development Directions

Author(s): Tamara Milovanović, Bratislav Predić, Davide Bertozzi, Zoran Perić, Sofija Perić, Jelena Nikolić
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261140

Machine Learning-Based Error Detection and Function Approximation for Reliable Computing

Author(s): Jelena Nedeljković, Goran Nikolić, Tatjana Nikolić, Marko Anđelković, Miloš Krstić
Published in: 2025 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), 2025
Publisher: IEEE
DOI: 10.1109/ICEST66328.2025.11098454

Evaluation of Machine Learning Models for Enhancing System Reliability

Author(s): Jelena Nedeljković, Goran Nikolić, Marko Anđelković, Tatjana Nikolić
Published in: 2025 12th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2025
Publisher: IEEE
DOI: 10.1109/ICETRAN66854.2025.11114229

Performance Evaluation of Digital Multipliers for Application in Neural Network Accelerators

Author(s): Miloš Marjanović, Marko Andjelković, Danijel Danković, Jelena Nikolić, Fabian Vargas
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11260925

Statistical Analysis of Synaptic Weights in Spiking Neural Network Trained on the DVS128 Gesture Dataset

Author(s): Jelena Nikolić, Stefan Tomić, Aleksandra Jovanović, Zoran Perić, Milan Dinčić, Edward Jones, Davide Bertozzi, Riccardo Zese, Marko Andjelković
Published in: 2025 IEEE 34th International Conference on Microelectronics (MIEL), 2025
Publisher: IEEE
DOI: 10.1109/MIEL66332.2025.11261196

Performance Comparison of Dlfloat16 and Bfloat16 Binary Formats

Author(s): Zoran H. Perić, Bojan D. Denić, Sofija Z. Perić, Milan R. Dinčić, Marko Anđelković
Published in: 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), 2025
Publisher: IEEE
DOI: 10.1109/TELSIKS65061.2025.11240708

Book chapters (2)

Equivalent electrical circuit modeling of the irradiation and NBTS induced threshold voltage shift in p-channel power VDMOSFETs

Author(s): Nikola Mitrović, Sandra Veljković, Vojkan Davidović, Srboljub Stanković, Snežana Djorić-Veljković, Emilija Živanović, Danijel Danković
Published in: 13th International Conference on Radiation, Natural Sciences, Medicine, Engineering, Technology and Ecology (RAD 2025), 2025
Publisher: RAD Centre, Niš, Serbia
DOI: 10.21175/RAD.ABSTR.BOOK.2025.9.3

Stress-induced degradation and lifetime estimation in commercial power VDMOS transistors

Author(s): Danijel Danković, Nikola Mitrović, Sandra Veljković, Miloš Marjanović, Emilija Živanović, Vojkan Davidović
Published in: 13th International Conference on Radiation, Natural Sciences, Medicine, Engineering, Technology and Ecology (RAD 2025), 2025
Publisher: RAD Centre, Niš, Serbia
DOI: 10.21175/RAD.ABSTR.BOOK.2025.9.6