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MaxiMals: A Low-cost Hardening Technique for Large Vision Transformers
Lucas Roquet
,
Fernando Fernandes dos Santos
,
Paolo Rech
,
Marcello Traiola
,
Olivier Sentieys
et al.
RADECS 2024 - Conference is an annual on RADiation Effects on Components and Systems, RADECS Association, Sep 2024, Maspalomas, Canary Islands, Spain. pp.1-5
Communication dans un congrès
hal-04736704
v1
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Special Session: Reliability Assessment Recipes for DNN Accelerators
Mohammad Hasan Ahmadilivani
,
Alberto Bosio
,
Bastien Deveautour
,
Fernando Fernandes dos Santos
,
Juan David Guerrero Balaguera
et al.
Communication dans un congrès
hal-04572731
v1
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Approximate Fault-Tolerant Neural Network Systems
Marcello Traiola
,
Salvatore Pappalardo
,
Ali Piri
,
Annachiara Ruospo
,
Bastien Deveautour
et al.
Communication dans un congrès
hal-04674818
v1
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Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial Platforms
Fernando Fernandes dos Santos
,
Marcello Traiola
,
Angeliki Kritikakou
IOLTS 2024 - 30th IEEE International Symposium on On-Line Testing and Robust System Design, INRIA/IRISA Rennes, Jul 2024, Rennes, France. pp.1-8
Communication dans un congrès
hal-04638468
v1
|
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Approximate Computing for Test and Test of Approximate Computing
Mario Barbareschi
,
Alberto Bosio
,
Patrick Girard
,
Bastien Deveautour
,
Marcello Traiola
et al.
IEEE Workshop on Top Picks in VLSI Test and Reliability, Nov 2024, San Diego, United States. pp.1-2
Communication dans un congrès
lirmm-04738424
v1
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Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy
Junchao Chen
,
Giuseppe Esposito
,
Fernando Fernandes dos Santos
,
Juan-David Guerrero-Balaguera
,
Angeliki Kritikakou
et al.
VLSI-SoC 2024 - IFIP/IEEE International Conference on Very Large Scale Integration, Delft University of Technology and University of Abdelmalek Saadi University, Oct 2024, Tanger, Morocco. pp.1-10, ⟨10.5286/ISIS.E.RB2300036)⟩
Communication dans un congrès
hal-04736733
v1
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Impact of Compiler Optimizations on the Reliability of a RISC-V-based Core
Romaric Pegdwende Nikiema
,
Marcello Traiola
,
Angeliki Kritikakou
DFT 2024 - 37th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Oct 2024, Oxfordshire, United Kingdom. pp.1-1
Communication dans un congrès
hal-04731794
v1
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Reliability and Security of AI Hardware
Dennis Gnad
,
Jonas Krautter
,
Angeliki Kritikakou
,
Vincent Meyers
,
Paolo Rech
et al.
ETS 2024 - 29th IEEE European Test Symposium, May 2024, The Hague, Netherlands. pp.1-10
Communication dans un congrès
hal-04577494
v1
|
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Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers Models
Lucas Roquet
,
Fernando Fernandes dos Santos
,
Paolo Rech
,
Marcello Traiola
,
Olivier Sentieys
et al.
Design Automation Conference (DAC), Jun 2024, San Francisco, United States
Communication dans un congrès
hal-04456702
v1
|
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Efficient Neural Networks: from SW optimization to specialized HW accelerators
Marcello Traiola
,
Angeliki Kritikakou
,
Silviu-Ioan Filip
,
Olivier Sentieys
CASES 2024 - International Conference on Compilers, Architecture, and Synthesis for Embedded Systems, Sep 2024, Raleigh (NC), United States. pp.1-2, ⟨10.1109/CASES60062.2024.00009⟩
Communication dans un congrès
hal-04732044
v1
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Exploiting assertions mining and fault analysis to guide RTL-level approximation
Alberto Bosio
,
Samuele Germiniani
,
Graziano Pravadelli
,
Marcello Traiola
Communication dans un congrès
hal-03887685
v1
|
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Towards Dependable RISC-V Cores for Edge Computing Devices
Pegdwende Romaric Nikiema
,
Alessandro Palumbo
,
Allan Aasma
,
Luca Cassano
,
Angeliki Kritikakou
et al.
Communication dans un congrès
hal-04685617
v1
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A machine-learning-guided framework for fault-tolerant DNNs
Marcello Traiola
,
Angeliki Kritikakou
,
Olivier Sentieys
DATE 2023 – 26th IEEE/ACM Design, Automation and Test in Europe, Apr 2023, Antwerp, Belgium. pp.1-2
Communication dans un congrès
hal-03887681
v1
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Design with low complexity fine-grained Dual Core Lock-Step (DCLS) RISC-V processors
Pegdwende Romaric Nikiema
,
Angeliki Kritikakou
,
Marcello Traiola
,
Olivier Sentieys
,
Olivier Sentieys
DSN 2023 - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2023, Porto, Portugal. pp.224-229, ⟨10.1109/DSN-S58398.2023.00062⟩
Communication dans un congrès
hal-04397673
v1
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Impact of High-Level-Synthesis on Reliability of Neural Network Hardware Accelerators
Marcello Traiola
,
Fernando Fernandes Dos Santos
,
Olivier Sentieys
,
Angeliki Kritikakou
NSREC 2023 - IEEE Nuclear & Space Radiation Effects Conference, Jul 2023, Kansas City (US), United States. pp.1-5
Communication dans un congrès
hal-04113282
v2
|
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Impact of Transient Faults on Timing Behavior and Mitigation with Near-Zero WCET Overhead
Pegdwende Romaric Nikiema
,
Angeliki Kritikakou
,
Marcello Traiola
,
Olivier Sentieys
Communication dans un congrès
hal-04397374
v1
|
|
Input-aware accuracy characterization for approximate circuits
Ali Piri
,
Salvatore Pappalardo
,
Salvatore Barone
,
Mario Barbareschi
,
Bastien Deveautour
et al.
DSN-W 2023 - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, Jun 2023, Porto, Portugal. pp.179-182, ⟨10.1109/DSN-W58399.2023.00050⟩
Communication dans un congrès
hal-04399159
v1
|
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harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of DNNs
Marcello Traiola
,
Angeliki Kritikakou
,
Olivier Sentieys
ETS 2023 - IEEE European Test Symposium, May 2023, Venise, Italy. pp.1-6
Communication dans un congrès
hal-04087375
v1
|
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Assertion-aware approximate computing design exploration on behavioral models
Alberto Bosio
,
Moreno Bragaglio
,
Samuele Germiniani
,
Samuele Mori
,
Graziano Pravadelli
et al.
Communication dans un congrès
hal-03887690
v1
|
|
Improving the Fault Resilience of Neural Network Applications Through Security Mechanisms
Nikolaos Deligiannis
,
Riccardo Cantoro
,
Matteo Sonza Reorda
,
Marcello Traiola
,
Emanuele Valea
DSN 2022 - The 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2022, Baltimore, United States. ⟨10.1109/DSN-S54099.2022.00017⟩
Communication dans un congrès
hal-03887704
v1
|
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Selective Hardening of Critical Neurons in Deep Neural Networks
Annachiara Ruospo
,
Gabriele Gavarini
,
Ilaria Bragaglia
,
Marcello Traiola
,
Alberto Bosio
et al.
DDECS 2022 - 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2022, Prague, Czech Republic. pp.136-141, ⟨10.1109/DDECS54261.2022.9770168⟩
Communication dans un congrès
hal-03888005
v1
|
|
A Design Space Exploration Framework for Memristor-Based Crossbar Architecture
Mario Barbareschi
,
Alberto Bosio
,
Ian O'Connor
,
Petr Fiser
,
Marcello Traiola
DDECS 2022 - 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2022, Prague, Czech Republic. pp.38-43, ⟨10.1109/DDECS54261.2022.9770145⟩
Communication dans un congrès
hal-03888009
v1
|
|
Input-Aware Approximate Computing
Ali Piri
,
Sepide Saeedi
,
Mario Barbareschi
,
Bastien Deveautour
,
Stefano Di Carlo
et al.
AQTR 2022 - IEEE International Conference on Automation, Quality and Testing, Robotics, May 2022, Cluj-Napoca, Romania. pp.1-6, ⟨10.1109/AQTR55203.2022.9801944⟩
Communication dans un congrès
hal-03887997
v1
|
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Emerging Technologies: Challenges and Opportunities for Logic Synthesis
Alberto Bosio
,
Mayeul Cantan
,
Cédric Marchand
,
Ian O'Connor
,
Petr Fiser
et al.
2021 24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), Apr 2021, Vienna (virtual), Austria. pp.93-98, ⟨10.1109/DDECS52668.2021.9417062⟩
Communication dans un congrès
hal-03266914
v1
|
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Reducing Overprovision of Triple Modular Reduncancy Owing to Approximate Computing
Bastien Deveautour
,
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
Communication dans un congrès
lirmm-03380025
v1
|
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Emerging Computing Devices: Challenges and Opportunities for Test and Reliability
Alberto Bosio
,
Ian O'Connor
,
Marcello Traiola
,
Jorge Echavarria
,
Jürgen Teich
et al.
Communication dans un congrès
lirmm-03379074
v1
|
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Efficient Neural Network Approximation via Bayesian Reasoning
Alessandro Savino
,
Marcello Traiola
,
Stefano Di Carlo
,
Alberto Bosio
2021 24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), Apr 2021, Vienna, Austria. pp.45-50, ⟨10.1109/DDECS52668.2021.9417057⟩
Communication dans un congrès
hal-03266825
v1
|
|
Design Space Exploration of Approximation-Based Quadruple Modular Redundancy Circuits
Marcello Traiola
,
Jorge Echavarria
,
Alberto Bosio
,
Jurgen Teich
,
Ian O'Connor
Communication dans un congrès
hal-03537351
v2
|
|
Pros and Cons of Fault Injection Approaches for the Reliability Assessment of Deep Neural Networks
Annachiara Ruospo
,
Lucas Matana Luza
,
Alberto Bosio
,
Marcello Traiola
,
Luigi Dilillo
et al.
Communication dans un congrès
lirmm-03435567
v1
|
|
Maximizing Yield for Approximate Integrated Circuits
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
,
Alberto Bosio
Communication dans un congrès
lirmm-03036002
v1
|
|
Evaluating Data Encryption Effects on the Resilience of an Artificial Neural Network
Riccardo Cantoro
,
Nikolaos Deligiannis
,
Matteo Sonza Reorda
,
Marcello Traiola
,
Emanuele Valea
DFT 2020 - 33rd IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Oct 2020, Frascati (on line), Italy. pp.1-4, ⟨10.1109/DFT50435.2020.9250869⟩
Communication dans un congrès
hal-03094602
v1
|
|
QAMR: an Approximation-Based FullyReliable TMR Alternative for Area Overhead Reduction
Bastien Deveautour
,
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
Communication dans un congrès
lirmm-03035640
v1
|
|
Evaluating the Code Encryption Effects on Memory Fault Resilience
Riccardo Cantoro
,
Nikolaos Deligiannis
,
Matteo Sonza Reorda
,
Marcello Traiola
,
Emanuele Valea
Communication dans un congrès
hal-03094594
v1
|
|
A Novel Test Flow for Approximate Digital Circuits
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
,
Alberto Bosio
DATE 2020 - EDAA/IEEE/ACM Design Automation & Test in Europe Conference, PhD Forum, Mar 2020, Grenoble, France
Communication dans un congrès
lirmm-03993654
v1
|
|
Design, Verification, Test and In-Field Implications of Approximate Computing Systems
Alberto Bosio
,
Stefano Di Carlo
,
Patrick Girard
,
Ernesto Sanchez
,
Alessandro Savino
et al.
Communication dans un congrès
lirmm-03035724
v1
|
|
Investigation of Mean-Error Metrics for Testing Approximate Integrated Circuits
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbarcschi
,
Alberto Bosio
DFT 2018 - 31st IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, Oct 2018, Chicago, United States. pp.1-6, ⟨10.1109/DFT.2018.8602939⟩
Communication dans un congrès
lirmm-02099895
v1
|
|
Testing Approximate Digital Circuits: Challenges and Opportunities
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
,
Alberto Bosio
Communication dans un congrès
lirmm-03033024
v1
|
|
Predicting the Impact of Functional Approximation: from Component- to Application-Level
Marcello Traiola
,
Alessandro Savino
,
Mario Barbareschi
,
Stefano Di Carlo
,
Alberto Bosio
24th International Symposium on On-Line Testing And Robust System Design (IOLTS), Jul 2018, Platja d'Aro, Spain. pp.61-64, ⟨10.1109/IOLTS.2018.8474072⟩
Communication dans un congrès
hal-03094581
v1
|
|
Special session: How approximate computing impacts verification, test and reliability
Lukas Sekanina
,
Zdeněk Vašíček
,
Alberto Bosio
,
Marcello Traiola
,
Paolo Rech
et al.
Communication dans un congrès
lirmm-02421106
v1
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|
Synthesis of Finite State Machines on Memristor Crossbars
Umberto Ferrandino
,
Marcello Traiola
,
Mario Barbareschi
,
Antonino Mazzeo
,
Petr Fišer
et al.
DDECS 2018 - 1st International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2018, Budapest, Hungary. pp.107-112, ⟨10.1109/DDECS.2018.000-3⟩
Communication dans un congrès
hal-03094575
v1
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|
On the Comparison of Different ATPG approaches for Approximate Integrated Circuits
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
,
Alberto Bosio
DDECS 2018 - 1st International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2018, Budapest, Hungary. pp.85-90, ⟨10.1109/DDECS.2018.00022⟩
Communication dans un congrès
lirmm-03032856
v1
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|
Towards digital circuit approximation by exploiting fault simulation
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
,
Alberto Bosio
Communication dans un congrès
lirmm-01718583
v1
|
|
Can we Approximate the Test of Integrated Circuits?
Imran Wali
,
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
et al.
WAPCO: Workshop On Approximate Computing, Jan 2017, Stockholm, Sweden
Communication dans un congrès
lirmm-02004418
v1
|
|
Memristive devices: Technology, Design Automation and Computing Frontiers
Mario Barbareschi
,
Alberto Bosio
,
Hoang Anh Du Nguyen
,
Said Hamdioui
,
Marcello Traiola
et al.
DTIS 2017 - 12th International Conference on Design Technology of Integrated Systems In Nanoscale Era, Apr 2017, Palma de Mallorca, Spain. ⟨10.1109/DTIS.2017.7930178⟩
Communication dans un congrès
hal-01525719
v1
|
|
Towards approximation during test of Integrated Circuits
Imran Wali
,
Marcello Traiola
,
Arnaud Virazel
,
Patrick Girard
,
Mario Barbareschi
et al.
DDECS 2017 - 20th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2017, Dresden, Germany. pp.28-33, ⟨10.1109/DDECS.2017.7934574⟩
Communication dans un congrès
lirmm-01718580
v1
|
|
Formal Design Space Exploration for memristor-based crossbar architecture
Marcello Traiola
,
Mario Barbareschi
,
Alberto Bosio
DDECS 2017 - 20th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2017, Dresden, Germany. pp.145-150, ⟨10.1109/DDECS.2017.7934557⟩
Communication dans un congrès
hal-03094567
v1
|
|
XbarGen: A memristor based boolean logic synthesis tool
Marcello Traiola
,
Mario Barbareschi
,
Antonino Mazzeo
,
Alberto Bosio
Communication dans un congrès
hal-03094562
v1
|