Project info

Start date: 11.01.2021.

End date: 30.11.2023.

Call identifier: Dijaspora

Project number: 6462951

Contact

Principal investigator:
Dr Predrag Ivaniš

E-mail:
predrag.ivanis@etf.bg.ac.rs

Institution:
University of Belgrade - School of Electrical Engineering

Address:
Bul. kralja Aleksandra 73, 11120 Belgrade, Serbia

Publications

Journal papers

[1] P. Ivaniš, S. Brkić, and B. Vasić, "Suspicion Distillation Gradient Descent Bit-Flipping Algorithm," Entropy, vol. 24, no. 4: 558, April 2022 (web: https://www.mdpi.com/1099-4300/24/4/558#cite, DOI: 10.3390/e24040558, impact factor: 2.7).

[2] S. Brkić, P. Ivaniš, and B. Vasić, On Guaranteed Correction of Error Patterns with Artificial Neural Networks, Telfor Journal, Vol.14, No.2, pp. 51-55, December 2022 (Journal publication – national, M53, DOI: 10.5937/telfor2202051B, https://journal.telfor.rs/Published/Vol14No2/Vol14No2_A1.pdf)

Conference papers

[1] S. Brkic, P. Ivanis and B. Vasic, "Applicability of single- and two-hidden-layer neural networks in decoding linear block codes," 2021 29th Telecommunications Forum (TELFOR), 2021, pp. 1-4. (Conference publication – international, M33, DOI: 10.1109/TELFOR52709.2021.9653357, https://ieeexplore.ieee.org/document/9653357).

[2] P. Ivaniš, S. Brkić, B. Vasić, LDPC dekoderi sa reinicijalizacijama koji objedinjuju tvrde odluke i razmenu mekih poruka, Zbornik 66. konferencije ETRAN 2022, Društvo za Etran, Novi Pazar, Srbija, Jun, 2022. (Conference publication – national, M63, https://www.etran.rs/2022/zbornik/ETRAN-22_radovi/150-TE1.3.pdf)

[3] J. Milojković, S. Brkic, P. Ivaniš, and B. Vasić, "Learning to Decode Linear Block Codes using Adaptive Gradient-Descent Bit-Flipping", in Proc 2023 12th International Symposium on Topics in Coding (ISTC 2023), Brest, France, September 4-8, pp 21-25.