Salvatore Pappalardo

21 papers A 1B 1C 3Misc 2Journal 6Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmark Suite for Resilience Assessment of Deep Learning Models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Cristiana Bolchini, Alberto Bosio, Luca Cassano, Antonio Miele, Salvatore Pappalardo, Dario Passarello, Annachiara Ruospo, Ernesto Sánchez, Matteo Sonza Reorda, Vittorio Turco
2026	—	`conf`	Case Study: Improving the Robustness of Photonic Neural Networks Against Memory Faults. LATS Mauricio Gomes de Queiroz, Leonardo Alexandrino De Melo, Mateus Vidaletti Costa, Salvatore Pappalardo, Fabio Pavanello, Ian O'Connor, Alberto Bosio
2026	J	`jnl`	OpRA: Optimizing Resiliency Assessment for Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Nicolò Bellarmino, Salvatore Barone, Salvatore Pappalardo, Alberto Bosio, Riccardo Cantoro
2025	A	`conf`	A Benchmark Suite to Evaluate DNN's Resilience. ITC Cristiana Bolchini, Alberto Bosio, Luca Cassano, Antonio Miele, Salvatore Pappalardo, Dario Passariello, Annachiara Ruospo, Ernesto Sánchez, Matteo Sonza Reorda, Vittorio Turco
2025	—	`conf`	AxEnMULT: Design of an Efficient and Reliable Approximate Encoding-Based Multiplier. ISVLSI Ahsan Rafiq, Alberto Bosio, Salvatore Pappalardo, Maksim Jenihhin
2025	J	`jnl`	Reliability of Deep Neural Networks: Impact and Open Issues. IEEE Des. Test Annachiara Ruospo, Salvatore Pappalardo, Vittorio Turco, Alberto Bosio, Ernesto Sánchez
2025	J	`jnl`	SAFFIRA A Framework for Assessing the Reliability of Systolic-Array DNN Accelerators. J. Circuits Syst. Comput. Salvatore Pappalardo, Nicolò Bellarmino, Bastien Deveautour, Alberto Bosio, Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
2025	Misc	`conf`	Special Session: Trustworthy Hardware-AI at the Cloud. VTS Francesco Angione, Paolo Bernardi, Alberto Bosio, Harish Dattatraya Dixit, Salvatore Pappalardo, Annachiara Ruospo, Ernesto Sánchez, Arani Sinha, Vittorio Turco
2024	B	`conf`	Approximate Fault-Tolerant Neural Network Systems. ETS Marcello Traiola, Salvatore Pappalardo, Ali Piri, Annachiara Ruospo, Bastien Deveautour, Ernesto Sánchez, Alberto Bosio, Sepide Saeedi, Alessio Carpegna, Anil Bayram Gogebakan, Enrico Magliano, Alessandro Savino
2024	J	`jnl`	Delineating citrus management zones using spatial interpolation and UAV-based multispectral approaches. Comput. Electron. Agric. Giuseppe Longo-Minnolo, Simona Consoli, Daniela Vanella, Salvatore Pappalardo, Serena Guarrera, Giuseppe Manetto, Emanuele Cerruto
2024	C	`conf`	Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability. VLSI-SoC Natalia Cherezova, Salvatore Pappalardo, Mahdi Taheri, Mohammad Hasan Ahmadilivani, Bastien Deveautour, Alberto Bosio, Jaan Raik, Maksim Jenihhin
2024	—	`conf`	How Systolic Array Dataflow impacts on the resilience to hardware faults. DTTIS Salvatore Pappalardo, Bastien Deveautour, Alberto Bosio
2024	—	`conf`	Reliable and Efficient hardware for Trustworthy Deep Neural Networks. DTTIS Salvatore Pappalardo, Ali Piri, Annachiara Ruospo, Bastien Deveautour, Ernesto Sánchez, Alberto Bosio
2024	C	`conf`	SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. DDECS Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
2024	J	`jnl`	SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. CoRR Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
2024	Misc	`conf`	Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS Mohammad Hasan Ahmadilivani, Alberto Bosio, Bastien Deveautour, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Salvatore Pappalardo, Jaan Raik, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Mahdi Taheri, Marcello Traiola
2023	—	`conf`	A Fault Injection Framework for AI Hardware Accelerators. LATS Salvatore Pappalardo, Annachiara Ruospo, Ian O'Connor, Bastien Deveautour, Ernesto Sánchez, Alberto Bosio
2023	—	`conf`	Input-aware accuracy characterization for approximate circuits. DSN-W Ali Piri, Salvatore Pappalardo, Salvatore Barone, Mario Barbareschi, Bastien Deveautour, Marcello Traiola, Ian O'Connor, Alberto Bosio
2023	—	`conf`	Investigating the effect of approximate multipliers on the resilience of a systolic array DNN accelerator. DFT Salvatore Pappalardo, Ali Piri, Annachiara Ruospo, Ian O'Connor, Bastien Deveautour, Ernesto Sánchez, Alberto Bosio
2023	C	`conf`	Resilience-Performance Tradeoff Analysis of a Deep Neural Network Accelerator. DDECS Salvatore Pappalardo, Annachiara Ruospo, Ian O'Connor, Bastien Deveautour, Ernesto Sánchez, Alberto Bosio
2010	—	`conf`	Participatory approach to the reduction of the digital gap in Amazon region of Ecuador in the framework of the "Innovation for Development" program. Kaleidoscope Alessandro Galardini, Benedetta Fiorelli, Salvatore Pappalardo, Daniele Trinchero