Marcello Traiola
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
37
Venues
10
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
37 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | DATE | KAN-SAs: Efficient Acceleration of Kolmogorov-Arnold Networks on Systolic Arrays. | Sohaib Errabii, Olivier Sentieys, Marcello Traiola |
| 2026 | IOLTS | Project Highlights - Reliability Evaluation for ARCHYTAS AI hardware accelerators. | Angeliki Kritikakou, Fernando Fernandes dos Santos, Marcello Traiola, Rafael Billig Tonetto, Olivier Sentieys, Paolo Rech, Haralampos-G. Stratigopoulos, Giorgos Keramidas |
| 2026 | VTS | ENFOR-SA: End-to-end Cross-layer Transient Fault Injector for Efficient and Accurate DNN Reliability Assessment on Systolic Arrays. | Rafael Billig Tonetto, Marcello Traiola, Fernando Fernandes dos Santos, Angeliki Kritikakou |
| 2025 | CASES | Special Sessions - Emerging Scope and Design Challenges for Approximate Computing: Optimizing Accuracy-PPA trade-offs and Beyond. | Siva Satyendra Sahoo, Bastien Deveautour, Marcello Traiola, Chongyan Gu, Yun Wu, Aditya Japa, Salim Ullah, Akash Kumar |
| 2025 | DDECS | Automatic generation of input-aware approximate arithmetic circuits. | Mario Barbareschi, Salvatore Barone, Alberto Bosio, Bastien Deveautour, Ali Piri, Marcello Traiola |
| 2025 | ETS | European Test Symposium Teams: an Anniversary Snapshot. | Maksim Jenihhin, Jaan Raik, Artur Jutman, Natalia Cherezova, Raimund Ubar, Liviu Miclea, Szilrd Enyedi, Iulia Stefan, Ovidiu Stan, Cosmina Corches, Zebo Peng, Petru Eles, Rolf Drechsler, S. Eggersgl, Grschwin Fey, Andreas Glowatz, Daniel Tille, Georges G. E. Gielen, Anthony Coyette, Wim Dobbelaere, Ronny Vanhooren, Po-Yao Chuang, Erik Jan Marinissen, Giorgio Di Natale, M. Barragan, Paolo Maistri, S. Mir, Vatajelu I. Vatajelu, Paolo Bernardi, Stefano Di Carlo, Paolo Prinetto, Matteo Sonza Reorda, Massimo Violante, Haralampos-G. Stratigopoulos, M. K. Michael, Stelios Neophytou, Stavros Hadjitheophanous, Kyriakos Christou, M. Skitsas, Alberto Bosio, Bastien Deveautour, Patrick Girard, Marcello Traiola, Arnaud Virazel, Fernando Fernandes dos Santos, Angeliki Kritikakou, Gioele Casagranda, Marzio Vallero, Flavio Vella, Paolo Rech, Letcia Maria Bolzani Poehls, Milos Krstic, Marko S. Andjelkovic, Fabian Luis Vargas, Grigor Tshagharyan, Gurgen Harutyunyan, Valery A. Vardanian, Samvel K. Shoukourian, Yervant Zorian, Jennifer Dworak, Kundan Nepal, Theodore W. Manikas, Mottaqiallah Taouil, Moritz Fieback, Anteneh Gebregiorgis, Rajendra Bishnoi, Said Hamdioui, Abhijit Chatterjee, Anurup Saha, Suhasini Komarraju, K. Ma, Chandramouli N. Amarnath, Mehdi Baradaran Tahoori, Mahta Mayahinia, Maryam Rajabalipanah, Katayoon Basharkhah, N. Nosrati, Zahra Jahanpeima, Zain Navabi, Hans-Joachim Wunderlich, Sybille Hellebrand |
| 2025 | ICCAD | SERA-Float: A Soft Error Resilient Approximate Floating-Point Computing Format. | Vishesh Mishra, Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys, Urbi Chatterjee |
| 2024 | CASES | Efficient Neural Networks: from SW optimization to specialized HW accelerators. | Marcello Traiola, Angeliki Kritikakou, Silviu-Ioan Filip, Olivier Sentieys |
| 2024 | DAC | Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers Models. | Lucas Roquet, Fernando Fernandes dos Santos, Paolo Rech, Marcello Traiola, Olivier Sentieys, Angeliki Kritikakou |
| 2024 | ETS | Reliability and Security of AI Hardware. | Dennis Gnad, Martin Gotthard, Jonas Krautter, Angeliki Kritikakou, Vincent Meyers, Paolo Rech, Josie E. Rodriguez Condia, Annachiara Ruospo, Ernesto Snchez, Fernando Fernandes dos Santos, Olivier Sentieys, Mehdi B. Tahoori, Russell Tessier, Marcello Traiola |
| 2024 | ETS | Approximate Fault-Tolerant Neural Network Systems. | Marcello Traiola, Salvatore Pappalardo, Ali Piri, Annachiara Ruospo, Bastien Deveautour, Ernesto Snchez, Alberto Bosio, Sepide Saeedi, Alessio Carpegna, Anil Bayram Gogebakan, Enrico Magliano, Alessandro Savino |
| 2024 | IOLTS | Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial Platforms. | Fernando Fernandes dos Santos, Marcello Traiola, Angeliki Kritikakou |
| 2024 | VTS | Special Session: Reliability Assessment Recipes for DNN Accelerators. | 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 | DATE | Exploiting assertions mining and fault analysis to guide RTL-level approximation. | Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola |
| 2023 | DATE | A machine-learning-guided framework for fault-tolerant DNNs. | Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys |
| 2023 | DSN | Design with low complexity fine-grained Dual Core Lock-Step (DCLS) RISC-V processors. | Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys |
| 2023 | DSN | Input-aware accuracy characterization for approximate circuits. | Ali Piri, Salvatore Pappalardo, Salvatore Barone, Mario Barbareschi, Bastien Deveautour, Marcello Traiola, Ian O'Connor, Alberto Bosio |
| 2023 | ECRTS | Impact of Transient Faults on Timing Behavior and Mitigation with Near-Zero WCET Overhead. | Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys |
| 2023 | ETS | harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of DNNs. | Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys |
| 2023 | IOLTS | Towards Dependable RISC-V Cores for Edge Computing Devices. | Pegdwende Romaric Nikiema, Alessandro Palumbo, Allan Aasma, Luca Cassano, Angeliki Kritikakou, Ari Kulmala, Jari Lukkarila, Marco Ottavi, Rafail Psiakis, Marcello Traiola |
| 2022 | DDECS | A Design Space Exploration Framework for Memristor-Based Crossbar Architecture. | Mario Barbareschi, Alberto Bosio, Ian O'Connor, Petr Fiser, Marcello Traiola |
| 2022 | DDECS | Selective Hardening of Critical Neurons in Deep Neural Networks. | Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Snchez |
| 2022 | DSN | Improving the Fault Resilience of Neural Network Applications Through Security Mechanisms. | Nikolaos Ioannis Deligiannis, Riccardo Cantoro, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea |
| 2021 | DDECS | Emerging Technologies: Challenges and Opportunities for Logic Synthesis. | Alberto Bosio, Mayeul Cantan, Cdric Marchand, Ian O'Connor, Petr Fiser, Arnaud Poittevin, Marcello Traiola |
| 2021 | DDECS | Efficient Neural Network Approximation via Bayesian Reasoning. | Alessandro Savino, Marcello Traiola, Stefano Di Carlo, Alberto Bosio |
| 2021 | ETS | Emerging Computing Devices: Challenges and Opportunities for Test and Reliability | Alberto Bosio, Ian O'Connor, Marcello Traiola, Jorge Echavarria, Jrgen Teich, Muhammad Abdullah Hanif, Muhammad Shafique, Said Hamdioui, Bastien Deveautour, Patrick Girard, Arnaud Virazel, Koen Bertels |
| 2021 | ICCAD | Design Space Exploration of Approximation-Based Quadruple Modular Redundancy Circuits. | Marcello Traiola, Jorge Echavarria, Alberto Bosio, Jrgen Teich, Ian O'Connor |
| 2021 | IOLTS | Reducing Overprovision of Triple Modular Reduncancy Owing to Approximate Computing. | Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard |
| 2020 | DATE | Maximizing Yield for Approximate Integrated Circuits. | Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio |
| 2020 | ETS | Design, Verification, Test and In-Field Implications of Approximate Computing Systems. | Alberto Bosio, Stefano Di Carlo, Patrick Girard, Ernesto Snchez, Alessandro Savino, Luks Sekanina, Marcello Traiola, Zdenek Vascek, Arnaud Virazel |
| 2020 | ETS | QAMR: an Approximation-Based Fully Reliable TMR Alternative for Area Overhead Reduction. | Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard |
| 2018 | DDECS | Synthesis of Finite State Machines on Memristor Crossbars. | Umberto Ferrandino, Marcello Traiola, Mario Barbareschi, Antonino Mazzeo, Petr Fiser, Alberto Bosio |
| 2018 | DDECS | On the Comparison of Different ATPG Approaches for Approximate Integrated Circuits. | Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio |
| 2018 | IOLTS | Predicting the Impact of Functional Approximation: from Component- to Application-Level. | Marcello Traiola, Alessandro Savino, Mario Barbareschi, Stefano Di Carlo, Alberto Bosio |
| 2018 | VTS | Special session: How approximate computing impacts verification, test and reliability. | Luks Sekanina, Zdenek Vascek, Alberto Bosio, Marcello Traiola, Paolo Rech, Daniel Oliveira, Fernando Fernandes, Stefano Di Carlo |
| 2017 | DDECS | Formal Design Space Exploration for memristor-based crossbar architecture. | Marcello Traiola, Mario Barbareschi, Alberto Bosio |
| 2017 | DDECS | Towards approximation during test of Integrated Circuits. | Imran Wali, Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio |