Marcello Traiola

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Design Space Exploration

Special Session

Top Venues

Publications

Fernando Fernandes dos Santos, Marcello Traiola, Angeliki Kritikakou
Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial Platforms. IOLTS (2024)
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
Approximate Fault-Tolerant Neural Network Systems. ETS (2024)
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
Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS (2024)
Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola
Syntactic and Semantic Analysis of Temporal Assertions to Support the Approximation of RTL Designs. J. Electron. Test. 40 (2) (2024)
Dennis Gnad, Martin Gotthard, Jonas Krautter, Angeliki Kritikakou, Vincent Meyers, Paolo Rech, Josie E. Rodriguez Condia, Annachiara Ruospo, Ernesto Sánchez, Fernando Fernandes dos Santos, Olivier Sentieys, Mehdi B. Tahoori, Russell Tessier, Marcello Traiola
Reliability and Security of AI Hardware. ETS (2024)
Annachiara Ruospo, Ernesto Sánchez, Lucas Matana Luza, Luigi Dilillo, Marcello Traiola, Alberto Bosio
A Survey on Deep Learning Resilience Assessment Methodologies. Computer 56 (2) (2023)
Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys
Impact of Transient Faults on Timing Behavior and Mitigation with Near-Zero WCET Overhead. ECRTS (2023)
Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys
A machine-learning-guided framework for fault-tolerant DNNs. DATE (2023)
Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola
Exploiting assertions mining and fault analysis to guide RTL-level approximation. DATE (2023)
Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys
harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of DNNs. ETS (2023)
Ali Piri, Salvatore Pappalardo, Salvatore Barone, Mario Barbareschi, Bastien Deveautour, Marcello Traiola, Ian O'Connor, Alberto Bosio
Input-aware accuracy characterization for approximate circuits. DSN-W (2023)
Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys
Design with low complexity fine-grained Dual Core Lock-Step (DCLS) RISC-V processors. DSN-S (2023)
Pegdwende Romaric Nikiema, Alessandro Palumbo, Allan Aasma, Luca Cassano, Angeliki Kritikakou, Ari Kulmala, Jari Lukkarila, Marco Ottavi, Rafail Psiakis, Marcello Traiola
Towards Dependable RISC-V Cores for Edge Computing Devices. IOLTS (2023)
Mario Barbareschi, Alberto Bosio, Ian O'Connor, Petr Fiser, Marcello Traiola
A Design Space Exploration Framework for Memristor-Based Crossbar Architecture. DDECS (2022)
Ali Piri, Sepide Saeedi, Mario Barbareschi, Bastien Deveautour, Stefano Di Carlo, Ian O'Connor, Alessandro Savino, Marcello Traiola, Alberto Bosio
Input-Aware Approximate Computing. AQTR (2022)
Mario Barbareschi, Salvatore Barone, Alberto Bosio, Jie Han, Marcello Traiola
A Genetic-algorithm-based Approach to the Design of DCT Hardware Accelerators. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Sánchez
Selective Hardening of Critical Neurons in Deep Neural Networks. DDECS (2022)
Nikolaos Ioannis Deligiannis, Riccardo Cantoro, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
Improving the Fault Resilience of Neural Network Applications Through Security Mechanisms. DSN (Supplements) (2022)
Alberto Bosio, Moreno Bragaglio, Samuele Germiniani, Samuele Mori, Graziano Pravadelli, Marcello Traiola
Assertion-aware approximate computing design exploration on behavioral models. LATS (2022)
Annachiara Ruospo, Lucas Matana Luza, Alberto Bosio, Marcello Traiola, Luigi Dilillo, Ernesto Sánchez
Pros and Cons of Fault Injection Approaches for the Reliability Assessment of Deep Neural Networks. LATS (2021)
Alberto Bosio, Mayeul Cantan, Cédric Marchand, Ian O'Connor, Petr Fiser, Arnaud Poittevin, Marcello Traiola
Emerging Technologies: Challenges and Opportunities for Logic Synthesis. DDECS (2021)
Alessandro Savino, Marcello Traiola, Stefano Di Carlo, Alberto Bosio
Efficient Neural Network Approximation via Bayesian Reasoning. DDECS (2021)
Salvatore Barone, Marcello Traiola, Mario Barbareschi, Alberto Bosio
Multi-Objective Application-Driven Approximate Design Method. IEEE Access 9 (2021)
Annachiara Ruospo, Ernesto Sánchez, Marcello Traiola, Ian O'Connor, Alberto Bosio
Investigating data representation for efficient and reliable Convolutional Neural Networks. Microprocess. Microsystems 86 (2021)
Marcello Traiola, Jorge Echavarria, Alberto Bosio, Jürgen Teich, Ian O'Connor
Design Space Exploration of Approximation-Based Quadruple Modular Redundancy Circuits. ICCAD (2021)
Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard
Reducing Overprovision of Triple Modular Reduncancy Owing to Approximate Computing. IOLTS (2021)
Alberto Bosio, Ian O'Connor, Marcello Traiola, Jorge Echavarria, Jürgen Teich, Muhammad Abdullah Hanif, Muhammad Shafique, Said Hamdioui, Bastien Deveautour, Patrick Girard, Arnaud Virazel, Koen Bertels
. ETS (2021)
Nikolaos Ioannis Deligiannis, Riccardo Cantoro, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
Towards the Integration of Reliability and Security Mechanisms to Enhance the Fault Resilience of Neural Networks. IEEE Access 9 (2021)
Riccardo Cantoro, Nikolaos Ioannis Deligiannis, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
Evaluating the Code Encryption Effects on Memory Fault Resilience. LATS (2020)
Riccardo Cantoro, Nikolaos Ioannis Deligiannis, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
Evaluating Data Encryption Effects on the Resilience of an Artificial Neural Network. DFT (2020)
Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard
QAMR: an Approximation-Based Fully Reliable TMR Alternative for Area Overhead Reduction. ETS (2020)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
Maximizing Yield for Approximate Integrated Circuits. DATE (2020)
Alberto Bosio, Stefano Di Carlo, Patrick Girard, Ernesto Sánchez, Alessandro Savino, Lukás Sekanina, Marcello Traiola, Zdenek Vasícek, Arnaud Virazel
Design, Verification, Test and In-Field Implications of Approximate Computing Systems. ETS (2020)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
A Survey of Testing Techniques for Approximate Integrated Circuits. Proc. IEEE 108 (12) (2020)
Lukás Sekanina, Zdenek Vasícek, Alberto Bosio, Marcello Traiola, Paolo Rech, Daniel Oliveira, Fernando Fernandes, Stefano Di Carlo
Special session: How approximate computing impacts verification, test and reliability. VTS (2018)
Marcello Traiola, Mario Barbareschi, Alberto Bosio
Estimating dynamic power consumption for memristor-based CiM architecture. Microelectron. Reliab. 80 (2018)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
Testing approximate digital circuits: Challenges and opportunities. LATS (2018)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
Investigation of Mean-Error Metrics for Testing Approximate Integrated Circuits. DFT (2018)
Lorena Anghel, Mounir Benabdenbi, Alberto Bosio, Marcello Traiola, Elena Ioana Vatajelu
Test and Reliability in Approximate Computing. J. Electron. Test. 34 (4) (2018)
Marcello Traiola, Alessandro Savino, Mario Barbareschi, Stefano Di Carlo, Alberto Bosio
Predicting the Impact of Functional Approximation: from Component- to Application-Level. IOLTS (2018)
Umberto Ferrandino, Marcello Traiola, Mario Barbareschi, Antonino Mazzeo, Petr Fiser, Alberto Bosio
Synthesis of Finite State Machines on Memristor Crossbars. DDECS (2018)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
On the Comparison of Different ATPG Approaches for Approximate Integrated Circuits. DDECS (2018)
Imran Wali, Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
Towards approximation during test of Integrated Circuits. DDECS (2017)
Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
Towards digital circuit approximation by exploiting fault simulation. EWDTS (2017)
Mario Barbareschi, Alberto Bosio, Hoang Anh Du Nguyen, Said Hamdioui, Marcello Traiola, Elena Ioana Vatajelu
Memristive devices: Technology, design automation and computing frontiers. DTIS (2017)
Marcello Traiola, Mario Barbareschi, Alberto Bosio
Formal Design Space Exploration for memristor-based crossbar architecture. DDECS (2017)
Marcello Traiola, Mario Barbareschi, Antonino Mazzeo, Alberto Bosio
XbarGen: A memristor based boolean logic synthesis tool. VLSI-SoC (2016)