Marcello Traiola

64 papers A* 1A 5B 8C 15Misc 4Journal 16Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Domain-specific Hardware Acceleration for Model Predictive Path Integral Control. CoRR Erwan Tanguy-Legac, Tommaso Belvedere, Gianluca Corsini, Marco Tognon, Marcello Traiola
2026	J	`jnl`	ENFOR-SA: End-to-end Cross-layer Transient Fault Injector for Efficient and Accurate DNN Reliability Assessment on Systolic Arrays. CoRR Rafael Billig Tonetto, Marcello Traiola, Fernando Fernandes dos Santos, Angeliki Kritikakou
2026	J	`jnl`	KANtize: Exploring Low-bit Quantization of Kolmogorov-Arnold Networks for Efficient Inference. CoRR Sohaib Errabii, Olivier Sentieys, Marcello Traiola
2025	J	`jnl`	A Genetic Approach for Automatic AxC Design Exploration at RTL Based on Assertion Mining and Fault Analysis. IEEE Trans. Emerg. Top. Comput. Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola
2025	C	`conf`	Automatic generation of input-aware approximate arithmetic circuits. DDECS Mario Barbareschi, Salvatore Barone, Alberto Bosio, Bastien Deveautour, Ali Piri, Marcello Traiola
2025	B	`conf`	European Test Symposium Teams: an Anniversary Snapshot. ETS Maksim Jenihhin, Jaan Raik, Artur Jutman, Natalia Cherezova, Raimund Ubar, Liviu Miclea, Szilárd Enyedi, I. Stefan, Ovidiu Stan, Cosmina Corches, Z. Peng, Petru Eles, Rolf Drechsler, S. Eggersglüß, Görschwin Fey, Andreas Glowatz, Daniel Tille, Georges G. E. Gielen, Anthony Coyette, Wim Dobbelaere, Ronny Vanhooren, P.-Y. Chuang, Erik Jan Marinissen, Giorgio Di Natale, M. Barragan, Paolo Maistri, S. Mir, Vatajelu I. Vatajelu, Paolo Bernardi, S. 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, P. Girard, Marcello Traiola, Arnaud Virazel, F. Fernandes Dos Santos, Angeliki Kritikakou, Gioele Casagranda, Marzio Vallero, Flavio Vella, Paolo Rech, Letícia Maria Bolzani Poehls, Milos Krstic, Marko S. Andjelkovic, F. 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, A. 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	J	`jnl`	KAN-SAs: Efficient Acceleration of Kolmogorov-Arnold Networks on Systolic Arrays. CoRR Sohaib Errabii, Olivier Sentieys, Marcello Traiola
2025	J	`jnl`	PERTINENCE: Input-based Opportunistic Neural Network Dynamic Execution. CoRR Omkar B. Shende, Gayathri Ananthanarayanan, Marcello Traiola
2025	A	`conf`	SERA-Float: A Soft Error Resilient Approximate Floating-Point Computing Format. ICCAD Vishesh Mishra, Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys, Urbi Chatterjee
2025	J	`jnl`	SWAPPER: Dynamic Operand Swapping in Non-commutative Approximate Circuits for Online Error Reduction. CoRR Marcello Traiola, Nazar Misyats, Silviu-Ioan Filip, Rémi Garcia, Angeliki Kritikakou
2025	Misc	`conf`	Special Sessions - Emerging Scope and Design Challenges for Approximate Computing: Optimizing Accuracy-PPA trade-offs and Beyond. CASES Siva Satyendra Sahoo, Bastien Deveautour, Marcello Traiola, Chongyan Gu, Yun Wu, Aditya Japa, Salim Ullah, Akash Kumar
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	C	`conf`	Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial Platforms. IOLTS Fernando Fernandes dos Santos, Marcello Traiola, Angeliki Kritikakou
2024	A*	`conf`	Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers Models. DAC Lucas Roquet, Fernando Fernandes dos Santos, Paolo Rech, Marcello Traiola, Olivier Sentieys, Angeliki Kritikakou
2024	Misc	`conf`	Efficient Neural Networks: from SW optimization to specialized HW accelerators. CASES Marcello Traiola, Angeliki Kritikakou, Silviu-Ioan Filip, Olivier Sentieys
2024	C	`conf`	Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy. VLSI-SoC Junchao Chen, Giuseppe Esposito, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Angeliki Kritikakou, Milos Krstic, Robert Limas Sierra, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Marcello Traiola, Alessandro Veronesi
2024	B	`conf`	Reliability and Security of AI Hardware. ETS 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
2024	—	`conf`	Special Session: Impact of Compiler Optimizations on the Reliability of a RISC-V-Based Core. DFT Pegdwende Romaric Nikiema, Marcello Traiola, Angeliki Kritikakou
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
2024	J	`jnl`	Syntactic and Semantic Analysis of Temporal Assertions to Support the Approximation of RTL Designs. J. Electron. Test. Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola
2023	J	`jnl`	A Survey on Deep Learning Resilience Assessment Methodologies. Computer Annachiara Ruospo, Ernesto Sánchez, Lucas Matana Luza, Luigi Dilillo, Marcello Traiola, Alberto Bosio
2023	A	`conf`	A machine-learning-guided framework for fault-tolerant DNNs. DATE Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys
2023	—	`conf`	Design with low complexity fine-grained Dual Core Lock-Step (DCLS) RISC-V processors. DSN-S Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys
2023	A	`conf`	Exploiting assertions mining and fault analysis to guide RTL-level approximation. DATE Alberto Bosio, Samuele Germiniani, Graziano Pravadelli, Marcello Traiola
2023	—	`ed.`	IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2023, Juan-Les-Pins, France, October 3-5, 2023 DFT Luca Cassano, Mihalis Psarakis, Marcello Traiola, Alberto Bosio
2023	B	`conf`	Impact of Transient Faults on Timing Behavior and Mitigation with Near-Zero WCET Overhead. ECRTS Pegdwende Romaric Nikiema, Angeliki Kritikakou, Marcello Traiola, Olivier Sentieys
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	C	`conf`	Towards Dependable RISC-V Cores for Edge Computing Devices. IOLTS Pegdwende Romaric Nikiema, Alessandro Palumbo, Allan Aasma, Luca Cassano, Angeliki Kritikakou, Ari Kulmala, Jari Lukkarila, Marco Ottavi, Rafail Psiakis, Marcello Traiola
2023	B	`conf`	harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of DNNs. ETS Marcello Traiola, Angeliki Kritikakou, Olivier Sentieys
2022	C	`conf`	A Design Space Exploration Framework for Memristor-Based Crossbar Architecture. DDECS Mario Barbareschi, Alberto Bosio, Ian O'Connor, Petr Fiser, Marcello Traiola
2022	J	`jnl`	A Genetic-algorithm-based Approach to the Design of DCT Hardware Accelerators. ACM J. Emerg. Technol. Comput. Syst. Mario Barbareschi, Salvatore Barone, Alberto Bosio, Jie Han, Marcello Traiola
2022	—	`conf`	Assertion-aware approximate computing design exploration on behavioral models. LATS Alberto Bosio, Moreno Bragaglio, Samuele Germiniani, Samuele Mori, Graziano Pravadelli, Marcello Traiola
2022	—	`conf`	Improving the Fault Resilience of Neural Network Applications Through Security Mechanisms. DSN (Supplements) Nikolaos Ioannis Deligiannis, Riccardo Cantoro, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
2022	—	`conf`	Input-Aware Approximate Computing. AQTR Ali Piri, Sepide Saeedi, Mario Barbareschi, Bastien Deveautour, Stefano Di Carlo, Ian O'Connor, Alessandro Savino, Marcello Traiola, Alberto Bosio
2022	C	`conf`	Selective Hardening of Critical Neurons in Deep Neural Networks. DDECS Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Sánchez
2022	—	`ch.`	Test and Reliability of Approximate Hardware. Approximate Computing Marcello Traiola, Bastien Deveautour, Alberto Bosio, Patrick Girard, Arnaud Virazel
2021	A	`conf`	Design Space Exploration of Approximation-Based Quadruple Modular Redundancy Circuits. ICCAD Marcello Traiola, Jorge Echavarria, Alberto Bosio, Jürgen Teich, Ian O'Connor
2021	C	`conf`	Efficient Neural Network Approximation via Bayesian Reasoning. DDECS Alessandro Savino, Marcello Traiola, Stefano Di Carlo, Alberto Bosio
2021	B	`conf`	Emerging Computing Devices: Challenges and Opportunities for Test and Reliability ETS 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
2021	C	`conf`	Emerging Technologies: Challenges and Opportunities for Logic Synthesis. DDECS Alberto Bosio, Mayeul Cantan, Cédric Marchand, Ian O'Connor, Petr Fiser, Arnaud Poittevin, Marcello Traiola
2021	J	`jnl`	Investigating data representation for efficient and reliable Convolutional Neural Networks. Microprocess. Microsystems Annachiara Ruospo, Ernesto Sánchez, Marcello Traiola, Ian O'Connor, Alberto Bosio
2021	J	`jnl`	Multi-Objective Application-Driven Approximate Design Method. IEEE Access Salvatore Barone, Marcello Traiola, Mario Barbareschi, Alberto Bosio
2021	—	`conf`	Pros and Cons of Fault Injection Approaches for the Reliability Assessment of Deep Neural Networks. LATS Annachiara Ruospo, Lucas Matana Luza, Alberto Bosio, Marcello Traiola, Luigi Dilillo, Ernesto Sánchez
2021	C	`conf`	Reducing Overprovision of Triple Modular Reduncancy Owing to Approximate Computing. IOLTS Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard
2021	J	`jnl`	Towards the Integration of Reliability and Security Mechanisms to Enhance the Fault Resilience of Neural Networks. IEEE Access Nikolaos Ioannis Deligiannis, Riccardo Cantoro, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
2020	J	`jnl`	A Survey of Testing Techniques for Approximate Integrated Circuits. Proc. IEEE Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2020	B	`conf`	Design, Verification, Test and In-Field Implications of Approximate Computing Systems. ETS Alberto Bosio, Stefano Di Carlo, Patrick Girard, Ernesto Sánchez, Alessandro Savino, Lukás Sekanina, Marcello Traiola, Zdenek Vasícek, Arnaud Virazel
2020	—	`conf`	Evaluating Data Encryption Effects on the Resilience of an Artificial Neural Network. DFT Riccardo Cantoro, Nikolaos Ioannis Deligiannis, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
2020	—	`conf`	Evaluating the Code Encryption Effects on Memory Fault Resilience. LATS Riccardo Cantoro, Nikolaos Ioannis Deligiannis, Matteo Sonza Reorda, Marcello Traiola, Emanuele Valea
2020	A	`conf`	Maximizing Yield for Approximate Integrated Circuits. DATE Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2020	B	`conf`	QAMR: an Approximation-Based Fully Reliable TMR Alternative for Area Overhead Reduction. ETS Bastien Deveautour, Marcello Traiola, Arnaud Virazel, Patrick Girard
2018	J	`jnl`	Estimating dynamic power consumption for memristor-based CiM architecture. Microelectron. Reliab. Marcello Traiola, Mario Barbareschi, Alberto Bosio
2018	—	`conf`	Investigation of Mean-Error Metrics for Testing Approximate Integrated Circuits. DFT Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2018	C	`conf`	On the Comparison of Different ATPG Approaches for Approximate Integrated Circuits. DDECS Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2018	C	`conf`	Predicting the Impact of Functional Approximation: from Component- to Application-Level. IOLTS Marcello Traiola, Alessandro Savino, Mario Barbareschi, Stefano Di Carlo, Alberto Bosio
2018	Misc	`conf`	Special session: How approximate computing impacts verification, test and reliability. VTS Lukás Sekanina, Zdenek Vasícek, Alberto Bosio, Marcello Traiola, Paolo Rech, Daniel Oliveira, Fernando Fernandes, Stefano Di Carlo
2018	C	`conf`	Synthesis of Finite State Machines on Memristor Crossbars. DDECS Umberto Ferrandino, Marcello Traiola, Mario Barbareschi, Antonino Mazzeo, Petr Fiser, Alberto Bosio
2018	J	`jnl`	Test and Reliability in Approximate Computing. J. Electron. Test. Lorena Anghel, Mounir Benabdenbi, Alberto Bosio, Marcello Traiola, Elena-Ioana Vatajelu
2018	—	`conf`	Testing approximate digital circuits: Challenges and opportunities. LATS Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2017	C	`conf`	Formal Design Space Exploration for memristor-based crossbar architecture. DDECS Marcello Traiola, Mario Barbareschi, Alberto Bosio
2017	—	`conf`	Memristive devices: Technology, design automation and computing frontiers. DTIS Mario Barbareschi, Alberto Bosio, Hoang Anh Du Nguyen, Said Hamdioui, Marcello Traiola, Elena-Ioana Vatajelu
2017	C	`conf`	Towards approximation during test of Integrated Circuits. DDECS Imran Wali, Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2017	—	`conf`	Towards digital circuit approximation by exploiting fault simulation. EWDTS Marcello Traiola, Arnaud Virazel, Patrick Girard, Mario Barbareschi, Alberto Bosio
2016	C	`conf`	XbarGen: A memristor based boolean logic synthesis tool. VLSI-SoC Marcello Traiola, Mario Barbareschi, Antonino Mazzeo, Alberto Bosio