Publications 2020-2025

• 2025
  • Th. Spyrou, H.‑G. Stratigopoulos, Ih. Alouani, S. Hamdioui, A. Gebregiorgis : “On the Trustworthiness of Spiking Neural Networks and Neuromorphic Systems”, 2025 IEEE European Test Symposium (ETS), Tallinn, Estonia, pp. 1-10, (IEEE), (ISBN: 979-8-3315-9450-3) (2025)
• 2024
  • Th. Spyrou, S. Hamdioui, Haralampos‑G. Stratigopoulos : “SpikeFI: A Fault Injection Framework for Spiking Neural Networks”, (2024)
• 2023
  • Haralampos‑G. Stratigopoulos, Th. Spyrou, S. Raptis : “Testing and Reliability of Spiking Neural Networks: A Review of the State-of-the-Art”, 36^th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2023), Juan-Les-Pins, France (2023)
  • Th. Spyrou, Haralampos‑G. Stratigopoulos : “On-Line Testing of Neuromorphic Hardware”, 2023 IEEE European Test Symposium (ETS), Venise, Italy, pp. 1-6, (IEEE), (ISBN: 979-8-3503-3634-4) (2023)
  • S. El‑Sayed, Th. Spyrou, L. Camuñas‑Mesa, Haralampos‑G. Stratigopoulos : “Compact Functional Testing for Neuromorphic Computing Circuits”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 42 (7), pp. 2391-2403, (IEEE) (2023)
• 2022
  • Th. Spyrou, S. El‑Sayed, E. Afacan, L. Camuñas‑Mesa, B. Linares‑Barranco, Haralampos‑G. Stratigopoulos : “Reliability Analysis of a Spiking Neural Network Hardware Accelerator”, Design, Automation and Test in Europe Conference (DATE), Antwerp, Belgium, pp. 370-375, (IEEE) (2022)
• 2021
  • Th. Spyrou, S. El‑Sayed, E. Afacan, L. Camuñas‑Mesa, B. Linares‑Barranco, Haralampos‑G. Stratigopoulos : “Neuron Fault Tolerance in Spiking Neural Networks”, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), Grenoble (virtuel), France, pp. 743-748, (IEEE) (2021)
• 2020
  • S. El‑Sayed, Th. Spyrou, A. Pavlidis, E. Afacan, L. Camuñas‑Mesa, B. Linares‑Barranco, Haralampos‑G. Stratigopoulos : “Spiking Neuron Hardware-Level Fault Modeling”, 2020 IEEE 26^th International Symposium on On-Line Testing and Robust System Design (IOLTS), Naples, Italy (2020)