Fast and Accurate Prediction of the Impact of Approximate Operators on a Complex Computation

• Saeedi, Sepide (2026)
  Fast and Accurate Prediction of the Impact of Approximate Operators on a Complex Computation. relatore: DI CARLO, STEFANO; SAVINO, ALESSANDRO; , 37. XXXVII Ciclo, P.: 127
  Doctoral Thesis
• Saeedi, Sepide; Piri, Ali; Deveautour, Bastien; O'Connor, Ian; Bosio, Alberto; Savino, ... (2024)
  A Survey on Design Space Exploration Approaches for Approximate Computing Systems. In: ELECTRONICS, vol. 13. ISSN 2079-9292
  Contributo su Rivista
• Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, ... (2024)
  Approximate Fault-Tolerant Neural Network Systems. In: IEEE European Test Symposium (ETS) 2024, Der Haag (NL), 20-24 May 2024, pp. 1-10. ISBN: 979-8-3503-4932-0
  Contributo in Atti di Convegno (Proceeding)
• Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano (2024)
  Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks. In: 2024 IEEE International Conference on Design, Test and Technology of Integrated Systems (DTTIS), Aix-EN-PROVENCE, France, 14-16 October 2024, pp. 1-6. ISBN: 979-8-3503-6312-8
  Contributo in Atti di Convegno (Proceeding)
• Saeedi, Sepide; Savino, Alessandro; Di Carlo, Stefano (2023)
  Design Space Exploration of Approximate Computing Techniques with a Reinforcement Learning Approach. In: 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Porto (PRT), 27-30 June 2023, pp. 167-170. ISBN: 979-8-3503-2543-0
  Contributo in Atti di Convegno (Proceeding)
• Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano (2022)
  Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic. In: 23rd IEEE Latin-American Test Symposium (LATS 2022), Virtual Event, 05-08 September 2022, pp. 1-6
  Contributo in Atti di Convegno (Proceeding)
• Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano (2022)
  Spiking Neural Network Data Reduction via Interval Arithmetic. In: The 18th IEEE Workshop on Silicon Errors in Logic – System Effects (SELSE 2022), Virtual Event, May 19 – May 20, 2022, pp. 1-6. ISBN: 978-1-6654-5707-1
  Contributo in Atti di Convegno (Proceeding)
• Piri, Ali; Saeedi, Sepide; Barbareschi, Mario; Deveautour, Bastien; Di Carlo, Stefano; ... (2022)
  Input-Aware Approximate Computing. In: 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Cluj-Napoca (Romania), 19-21 May 2022, pp. 1-6. ISBN: 978-1-6654-7933-2
  Contributo in Atti di Convegno (Proceeding)