AIDA4Edge

Publications

As part of the AIDA4Edge project, our team has contributed to high-quality scientific publications, showcasing research advancements in the fields of edge AI, neuromorphic computing, and hardware-software co-design. These publications highlight the innovative methodologies, experimental results, and collaborative efforts among project partners.

  1. Bojan Denić, Zoran Perić, Milan Dinčić, Sofija Perić, Nikola Simić, Marko Anđelković, “Switched 32-Bit Fixed-Point Format for Laplacian-Distributed Data”, Information, 16, 574, July 2025. https://doi.org/10.3390/info16070574
  2. Sofija Z. Perić, Zoran H. Perić, Bojan D. Denić, Milan R. Dinčić, Aleksandra Ž. Jovanović, Marko S. Anđelković, “SQNR Approximation Analysis of the FP24 Format of Laplacian Source in a Wide Variance Range”, 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST 2025), Ohrid, North Macedonia, June 26–28, 2025.
  3. Jelena Nedeljković, Goran Nikolić, Tatjana Nikolić, Marko Anđelković, Miloš Krstić, “Machine Learning-Based Error Detection and Function Approximation for Reliable Computing”, 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST 2025), Ohrid, North Macedonia, June 26–28, 2025.
  4. Jelena Nedeljković, Goran Nikolić, Tatjana Nikolić, Marko Anđelković, “Evaluation of Machine Learning Models for Enhancing System Reliability”, 12th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN 2025), Čačak, Srbija, June 9–12, 2025, ELI1.1 (#2343)
  5. Nikola Mitrović, Sandra Veljković, Vojkan Davidović, Srboljub Stanković, Snežana Djorić-Veljković, Emilija Živanović, Danijel Danković, “Equivalent electrical circuit modeling of the irradiation and NBTS induced threshold voltage shift in p-channel power VDMOSFETs”, Book of Abstracts of the 13th International Conference on Radiation, Natural Sciences, Medicine, Engineering, Technology and Ecology (RAD 2025 Conference), Herceg Novi, Montenegro, 16-20 June, 2025. https://doi.org/10.21175/rad.abstr.book.2025.9.3 
  6. Danijel Danković, Nikola Mitrović, Sandra Veljković, Miloš Marjanović, Emilija Živanović, Vojkan Davidović, “Stress-induced degradation and lifetime estimation in commercial power VDMOS transistors”, Book of Abstracts of the 13th International Conference on Radiation, Natural Sciences, Medicine, Engineering, Technology and Ecology (RAD 2025 Conference), Herceg Novi, Montenegro, 16-20 June, 2025. https://doi.org/10.21175/rad.abstr.book.2025.9.6 
  7. Jelena R. Nikolic, Zoran H. Peric, Aleksandra Z. Jovanovic, Stefan S. Tomic, Sofija Z. Peric, “Performance Analysis of Two 8-Bit Floating-Point-based Piecewise Uniform Quantizers for a Laplacian Data Source”, Elektronika Ir Elektrotechnika, Vol. 31, No. 1, pp. 56-61, 2025. [SCI/SCIe journal] https://doi.org/10.5755/j02.eie.37430
  8. Snežana Djorić-Veljković, Emilija Živanović, Vojkan Davidović, Sandra Veljković, Nikola Mitrović, Goran Ristić, Albena Paskaleva, Dencho Spassov, Danijel Danković, “Recovery Analysis of Sequentially Irradiated and NBT-Stressed VDMOS Transistors”, Micromachines, Vol. 16, No. 1: 27, 2025. [ranked between the top 30% and 60% of SCI/SCIe journals] https://doi.org/10.3390/mi16010027
  9. Jure Murovec, Jurij Prezelj, Dejan G. Ćirić, Marko M. Milivojčević, “Zero-Crossing Signature: A Time-Domain Method Applied to Diesel and Gasoline Vehicle Classification”, IEEE Sensors Journal, Vol. 25, No. 3, pp. 5128-5138, 2025. [ranked within the top 30% of SCI/SCIe journals] https://doi.org/10.1109/JSEN.2024.3516876
  10. Zoran Perić, Bojan Denić, Milan Dinčić, Sofija Perić, “An Approximate Closed-Form Expression for Calculating Performance of Floating-Point Format for the Laplacian Source”, Informatica, Vol. 36, No. 1, pp. 125-140, 2025. [ranked within the top 10% of SCI/SCIe journals] https://doi.org/10.15388/25-INFOR587