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Trouble-Shooting at GAN Point: Improving Functional Safety in Deep Learning Accelerators

IEEE transactions on computers, 2023
The proliferation of Deep Neural Networks (DNNs) in real-time mission critical applications has promoted the implementation of custom-built DNN inference accelerators.
Shamik Kundu   +5 more
semanticscholar   +1 more source

Toward Functional Safety of Systolic Array-Based Deep Learning Hardware Accelerators

IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2021
High accuracy and ever-increasing computing power have made deep neural networks (DNNs) the algorithm of choice for various machine learning, computer vision, and image processing applications across the computing spectrum.
Shamik Kundu   +4 more
semanticscholar   +1 more source

Innovative approaches to enhancing functional safety in Distributed Control Systems (DCS) and Safety Instrumented Systems (SIS) for Oil and Gas Applications

Open Access Research Journal of Multidisciplinary Studies, 2022
Functional safety in Distributed Control Systems (DCS) and Safety Instrumented Systems (SIS) is vital for ensuring operational integrity and mitigating risks in the oil and gas industry.
Fidelis Othuke Onyekwe   +3 more
semanticscholar   +1 more source

Functional Safety of a System-on-Chip Based Safety-Critical Structural Health Monitoring System

International Conference on System Reliability and Safety, 2022
Structural health monitoring (SHM) is an effective tool for ensuring integrity and safety, recognizing the evolution of damage at a very precise level. An SHM system that satisfies functional safety requirements can be the absolute solution for a safety ...
Veit Wiese   +2 more
semanticscholar   +1 more source

Price Performance-Driven Hardware Cost Optimization Under Functional Safety Requirement in Large-Scale Heterogeneous Distributed Embedded Systems

IEEE transactions on industrial electronics (1982. Print), 2021
The problem of optimizing hardware cost under functional safety requirement is a desirable work for a safety-critical embedded application. The state-of-the-art algorithms called enhanced explorative hardware cost optimization (EEHCO) and simplified ...
Guoqi Xie   +4 more
semanticscholar   +1 more source

Research on Functional Safety of Battery Management System (BMS) for Electric Vehicles

International Conference on Applied Algorithms, 2021
Based on the typical battery management system (BMS) architecture of electric vehicles, the HAZOP (Hazard and Operability) analysis method and the method introduced in Chinese national standard GB $I$ T 34590–2017 “Road vehicles - Functional safety ...
Bo Li   +5 more
semanticscholar   +1 more source

Integrating FMEAs, FMEDAs, and Fault Trees for Functional Safety

Reliability and Maintainability Symposium, 2021
The functional safety FMEA (Failure Mode Effects Analysis) will be shown to include both single and multi-point faults and incorporate safety mechanisms as preventive controls.
Chad Kymal, Omnex Gregory Gruska
semanticscholar   +1 more source

Wi-Fi based Functional Safety: an Assessment of the Fail Safe over EtherCAT (FSoE) protocol

IEEE International Conference on Emerging Technologies and Factory Automation, 2021
The introduction of the Industrial Internet of Things (IIoT) is dramatically changing the concept of manufacturing, ensuring better production flexibility, efficiency, safety and security.
Giovanni Peserico   +4 more
semanticscholar   +1 more source

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