Twinning for Excellence in Adaptive Edge AI

Informazioni relative al progetto

AIDA4Edge

ID dell’accordo di sovvenzione: 101160293

DOI

10.3030/101160293

Data della firma CE 25 Marzo 2024

Data di avvio 1 Ottobre 2024

Data di completamento 30 Settembre 2027

Finanziato da

• Widening participation and spreading excellence

Costo totale

Nessun dato

Contributo UE

€ 1 198 362,50

Coordinato da

UNIVERSITY OF NIS- FACULTY OF ELECTRONIC ENGINEERING
Serbia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (9)

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

Autori: Zoran Perić, Bojan Denić, Milan Dinčić, Sofija Perić
Pubblicato in: Informatica, Numero 36, 2025, ISSN 0868-4952
Editore: Vilnius University Press
DOI: 10.15388/25-INFOR587

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

Autori: Ivan Jokic, Stevan Jokic, Vlado Delic, Zoran Peric
Pubblicato in: Facta universitatis - series: Electronics and Energetics, Numero 38, 2025, ISSN 0353-3670
Editore: National Library of Serbia
DOI: 10.2298/FUEE2504663J

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

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

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

Autori: Bojan Denić, Zoran Perić, Milan Dinčić, Sofija Perić, Nikola Simić, Marko Anđelković
Pubblicato in: Information, Numero 16, 2025, ISSN 2078-2489
Editore: MDPI AG
DOI: 10.3390/INFO16070574

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

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

Recovery Analysis of Sequentially Irradiated and NBT-Stressed VDMOS Transistors

Autori: Snežana Djorić-Veljković, Emilija Živanović, Vojkan Davidović, Sandra Veljković, Nikola Mitrović, Goran Ristić, Albena Paskaleva, Dencho Spassov, Danijel Danković
Pubblicato in: Micromachines, Numero 16, 2025, ISSN 2072-666X
Editore: MDPI AG
DOI: 10.3390/MI16010027

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

Autori: Danijel Danković, Emilija Živanović, Nevena Veselinović, Dunja Đorđević, Marija Petrović, Lana Tasić, Miloš Marjanović, Sandra Veljković, Nikola Mitrović, Vojkan Davidović, Goran Ristić
Pubblicato in: Micromachines, Numero 17, 2025, ISSN 2072-666X
Editore: MDPI AG
DOI: 10.3390/MI17010052

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

Autori: Milan R Dinčić, Zoran H Perić, Dragan B Denić, Bojan D Denić, Sofija Z Perić
Pubblicato in: Transactions of the Institute of Measurement and Control, 2026, ISSN 0142-3312
Editore: SAGE Publications
DOI: 10.1177/01423312251319575

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

Autori: Andrej Hvastja, Dejan Ćirić, Marko Milivojčević, Jurij Prezelj
Pubblicato in: Heliyon, Numero 11, 2025, ISSN 2405-8440
Editore: 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

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

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

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

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

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

Examination of TinyML Approach in ESP32-Based NFC Applications

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

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

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

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

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

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

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

AIDA4Edge: Twinning for Excellence in Adaptive Edge Artificial Intelligence

Autori: 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
Pubblicato in: 2025 28th Euromicro Conference on Digital System Design (DSD), 2025
Editore: IEEE
DOI: 10.1109/DSD67783.2025.00031

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

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

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

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

Evaluation of Machine Learning Models for Enhancing System Reliability

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

Performance Evaluation of Digital Multipliers for Application in Neural Network Accelerators

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

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

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

Performance Comparison of Dlfloat16 and Bfloat16 Binary Formats

Autori: Zoran H. Perić, Bojan D. Denić, Sofija Z. Perić, Milan R. Dinčić, Marko Anđelković
Pubblicato in: 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), 2025
Editore: 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

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

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

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