Archivio Istituzionale della RicercaSAEEDI, SEPIDE
SAEEDI, SEPIDE
Dipartimento di Automatica e Informatica
091464
Design Space Exploration of Approximate Computing Techniques
In corso di stampa Saeedi, Sepide; Savino, Alessandro; DI CARLO, Stefano
A Survey on Design Space Exploration Approaches for Approximate Computing Systems
2024 Saeedi, Sepide; Piri, Ali; Deveautour, Bastien; O'Connor, Ian; Bosio, Alberto; Savino, Alessandro; Di Carlo, Stefano
Approximate Fault-Tolerant Neural Network Systems
2024 Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, Ernesto; Bosio, Alberto; Saeedi, Sepide; Carpegna, Alessio; Göğebakan, Anıl Bayram; Magliano, Enrico; Savino, Alessandro
Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks
2024 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; DI CARLO, Stefano
Design Space Exploration of Approximate Computing Techniques with a Reinforcement Learning Approach
2023 Saeedi, Sepide; Savino, Alessandro; Di Carlo, Stefano
Input-Aware Approximate Computing
2022 Piri, Ali; Saeedi, Sepide; Barbareschi, Mario; Deveautour, Bastien; Di Carlo, Stefano; O’Connor, Ian; Savino, Alessandro; Traiola, Marcello; Bosio, Alberto
Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic
2022 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
Spiking Neural Network Data Reduction via Interval Arithmetic
2022 Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Design Space Exploration of Approximate Computing Techniques / Saeedi, Sepide; Savino, Alessandro; DI CARLO, Stefano. - (In corso di stampa). (Intervento presentato al convegno The 26th International Academic Mindtrek Conference tenutosi a Tampere (FIN) nel October 3rd–6th, 2023) [10.5281/zenodo.8386647]. | In corso di stampa | Sepide SaeediAlessandro SavinoStefano Di Carlo | Design Space Exploration of Approximate Computing Techniques.pdf |
| A Survey on Design Space Exploration Approaches for Approximate Computing Systems / Saeedi, Sepide; Piri, Ali; Deveautour, Bastien; O'Connor, Ian; Bosio, Alberto; Savino, Alessandro; Di Carlo, Stefano. - In: ELECTRONICS. - ISSN 2079-9292. - 13:22(2024). [10.3390/electronics13224442] | 1-gen-2024 | Saeedi, SepideSavino, AlessandroDi Carlo, Stefano + | electronics-13-04442.pdf |
| Approximate Fault-Tolerant Neural Network Systems / Traiola, Marcello; Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, Ernesto; Bosio, Alberto; Saeedi, Sepide; Carpegna, Alessio; Göğebakan, Anıl Bayram; Magliano, Enrico; Savino, Alessandro. - ELETTRONICO. - (2024), pp. 1-10. (Intervento presentato al convegno IEEE European Test Symposium (ETS) 2024 tenutosi a Der Haag (NL) nel 20-24 May 2024) [10.1109/ets61313.2024.10567290]. | 1-gen-2024 | Ruospo, AnnachiaraSanchez, ErnestoSaeedi, SepideCarpegna, AlessioMagliano, EnricoSavino, Alessandro + | Paper___ETS24___Embedded_Tutorial.pdf; Approximate_Fault-Tolerant_Neural_Network_Systems.pdf |
| Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks / Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; DI CARLO, Stefano. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE International Conference on Design, Test and Technology of Integrated Systems (DTTIS) tenutosi a Aix-EN-PROVENCE, France nel 14-16 October 2024) [10.1109/DTTIS62212.2024.10780090]. | 1-gen-2024 | Sepide SaeediAlessio CarpegnaAlessandro SavinoStefano Di Carlo | Fast_Exploration_of_the_Impact_of_Precision_Reduction_on_Spiking_Neural_Networks.pdf; Paper___DTTIS24___IA_NN_Model.pdf |
| Design Space Exploration of Approximate Computing Techniques with a Reinforcement Learning Approach / Saeedi, Sepide; Savino, Alessandro; Di Carlo, Stefano. - ELETTRONICO. - (2023), pp. 167-170. (Intervento presentato al convegno 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) tenutosi a Porto (PRT) nel 27-30 June 2023) [10.1109/DSN-W58399.2023.00047]. | 1-gen-2023 | Saeedi, SepideSavino, AlessandroDi Carlo, Stefano | Design_Space_Exploration_of_Approximate_Computing_Techniques_with_a_Reinforcement_Learning_Approach.pdf; DSN23-RLApproximate.pdf |
| Input-Aware Approximate Computing / Piri, Ali; Saeedi, Sepide; Barbareschi, Mario; Deveautour, Bastien; Di Carlo, Stefano; O’Connor, Ian; Savino, Alessandro; Traiola, Marcello; Bosio, Alberto. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR) tenutosi a Cluj-Napoca (Romania) nel 19-21 May 2022) [10.1109/AQTR55203.2022.9801944]. | 1-gen-2022 | Saeedi, SepideDi Carlo, StefanoSavino, Alessandro + | Input-Aware_Approximate_Computing.pdf; AQTR_ No Copy Right .pdf |
| Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic / Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno 23rd IEEE Latin-American Test Symposium (LATS 2022) tenutosi a Virtual Event nel 05-08 September 2022) [10.1109/LATS57337.2022.9936999]. | 1-gen-2022 | Saeedi, SepideCarpegna, AlessioSavino, AlessandroDi Carlo, Stefano | Paper___LATS22___IA_NN_Model.pdf; Prediction_of_the_Impact_of_Approximate_Computing_on_Spiking_Neural_Networks_via_Interval_Arithmetic.pdf |
| Spiking Neural Network Data Reduction via Interval Arithmetic / Saeedi, Sepide; Carpegna, Alessio; Savino, Alessandro; Di Carlo, Stefano. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno The 18th IEEE Workshop on Silicon Errors in Logic – System Effects (SELSE 2022) tenutosi a Virtual Event nel May 19 – May 20, 2022) [10.5281/zenodo.6581443]. | 1-gen-2022 | Saeedi, SepideCarpegna, AlessioSavino, AlessandroDi Carlo, Stefano | Spiking Neural Network Data Reduction via Interval Arithmetic.pdf |