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Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs

IEEE transactions on reliability, 2019-06, Vol.68 (2), p.663-677

2019

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On the Efficacy of ECC and the Benefits of FinFET Transistor Layout for GPU Reliability

IEEE transactions on nuclear science, 2018-08, Vol.65 (8), p.1843-1850

2018

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Soft errors in DNN accelerators: A comprehensive review

Microelectronics and reliability, 2020-12, Vol.115, p.113969, Article 113969

2020

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Impact of Tensor Cores and Mixed Precision on the Reliability of Matrix Multiplication in GPUs

IEEE transactions on nuclear science, 2020-07, Vol.67 (7), p.1560-1565

2020

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Artificial Neural Networks for Space and Safety-Critical Applications: Reliability Issues and Potential Solutions

IEEE transactions on nuclear science, 2024-04, Vol.71 (4), p.377-404

Rech, Paolo

2024

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Evaluation and Mitigation of Radiation-Induced Soft Errors in Graphics Processing Units

IEEE transactions on computers, 2016-03, Vol.65 (3), p.791-804

2016

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Evaluating the risk of data loss due to particle radiation damage in a DNA data storage system

Nature communications, 2024-09, Vol.15 (1), p.8067-9, Article 8067

2024

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Analyzing the Impact of Radiation-Induced Failures in Programmable SoCs

IEEE transactions on nuclear science, 2016-08, Vol.63 (4), p.2217-2224

2016

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Understanding Logical-Shift Error Propagation in Quanvolutional Neural Networks

IEEE transactions on quantum engineering, 2024, Vol.5, p.1-15

2024

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Experimental and Analytical Analysis of Sorting Algorithms Error Criticality for HPC and Large Servers Applications

IEEE transactions on nuclear science, 2017-08, Vol.64 (8), p.2169-2178

2017

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FPGAs and Parallel Architectures for Aerospace Applications: Soft Errors and Fault-Tolerant Design

1, 2015

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Neutron-Induced Failure in Silicon IGBTs, Silicon Super-Junction and SiC MOSFETs

IEEE transactions on nuclear science, 2012-08, Vol.59 (4), p.866-871

2012

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Evaluating the impact of execution parameters on program vulnerability in GPU applications

2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, p.809-814

2018

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Evaluating Neutron Induced SEE in SRAM-Based FPGA Protected by Hardware- and Software-Based Fault Tolerant Techniques

IEEE transactions on nuclear science, 2013-12, Vol.60 (6), p.4243-4250

2013

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Efficient Error Detection for Matrix Multiplication With Systolic Arrays on FPGAs

IEEE transactions on computers, 2023-08, Vol.72 (8), p.2390-2403

2023

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Atmospheric Neutron-Induced Fault Generation and Propagation in Quantum Bits and Quantum Circuits

IEEE transactions on nuclear science, 2023-04, Vol.70 (4), p.345-353

2023

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Soft Error Effects on Arm Microprocessors: Early Estimations versus Chip Measurements

IEEE transactions on computers, 2022-10, Vol.71 (10), p.2358-2369

2022

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Neutrons Sensitivity of Deep Reinforcement Learning Policies on EdgeAI Accelerators

IEEE transactions on nuclear science, 2024-08, Vol.71 (8), p.1480-1486

2024

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High Energy and Thermal Neutron Sensitivity of Google Tensor Processing Units

IEEE transactions on nuclear science, 2022-03, Vol.69 (3), p.567-575

2022

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Tensor Processing Unit Reliability Dependence on Temperature and Radiation Source

IEEE transactions on nuclear science, 2024-04, Vol.71 (4), p.854-860

2024

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Soft Error Effects on Arm Microprocessors: Early Estimations Versus Chip Measurements

Computer (Long Beach, Calif.), 2023-07, Vol.56 (7), p.4-6

2023

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Evaluating Architectural, Redundancy, and Implementation Strategies for Radiation Hardening of FinFET Integrated Circuits

IEEE transactions on nuclear science, 2021-05, Vol.68 (5), p.1045-1053

2021

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Accurate FIT Rate Estimation Through High-Level Software Fault Injection

IEEE transactions on nuclear science, 2022-09, Vol.69 (9), p.2018-2026

2022

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Reliability of Google's Tensor Processing Units for Embedded Applications

2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022, p.376-381

2022

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Evaluating and Mitigating Neutrons Effects on COTS EdgeAI Accelerators

IEEE transactions on nuclear science, 2021-08, Vol.68 (8), p.1719-1726

2021

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Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs

On the Efficacy of ECC and the Benefits of FinFET Transistor Layout for GPU Reliability

Soft errors in DNN accelerators: A comprehensive review

Impact of Tensor Cores and Mixed Precision on the Reliability of Matrix Multiplication in GPUs

Artificial Neural Networks for Space and Safety-Critical Applications: Reliability Issues and Potential Solutions

Evaluation and Mitigation of Radiation-Induced Soft Errors in Graphics Processing Units

Evaluating the risk of data loss due to particle radiation damage in a DNA data storage system

Analyzing the Impact of Radiation-Induced Failures in Programmable SoCs

Understanding Logical-Shift Error Propagation in Quanvolutional Neural Networks

Experimental and Analytical Analysis of Sorting Algorithms Error Criticality for HPC and Large Servers Applications

FPGAs and Parallel Architectures for Aerospace Applications: Soft Errors and Fault-Tolerant Design

Neutron-Induced Failure in Silicon IGBTs, Silicon Super-Junction and SiC MOSFETs

Evaluating the impact of execution parameters on program vulnerability in GPU applications

Evaluating Neutron Induced SEE in SRAM-Based FPGA Protected by Hardware- and Software-Based Fault Tolerant Techniques

Efficient Error Detection for Matrix Multiplication With Systolic Arrays on FPGAs

Atmospheric Neutron-Induced Fault Generation and Propagation in Quantum Bits and Quantum Circuits

Soft Error Effects on Arm Microprocessors: Early Estimations versus Chip Measurements

Neutrons Sensitivity of Deep Reinforcement Learning Policies on EdgeAI Accelerators

High Energy and Thermal Neutron Sensitivity of Google Tensor Processing Units

Tensor Processing Unit Reliability Dependence on Temperature and Radiation Source

Soft Error Effects on Arm Microprocessors: Early Estimations Versus Chip Measurements

Evaluating Architectural, Redundancy, and Implementation Strategies for Radiation Hardening of FinFET Integrated Circuits

Accurate FIT Rate Estimation Through High-Level Software Fault Injection

Reliability of Google's Tensor Processing Units for Embedded Applications

Evaluating and Mitigating Neutrons Effects on COTS EdgeAI Accelerators

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