most citedPerformance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs

26 citations · 63 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AR2023

SafeLS: Toward Building a Lockstep NOEL-V Core

Marcel Sarraseca, Sergi Alcaide, Francisco Fuentes +6

Safety-critical systems such as those in automotive, avionics and space, require appropriate safety measures to avoid silent data corruption upon random hardware errors such as tho…

cs.AR2023★ 1 cited

Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains

Jaume Abella, Francisco J. Cazorla, Sergi Alcaide +3

HPC (High Performance Computing) devices increasingly become the only alternative to deliver the performance needed in safety-critical autonomous systems (e.g., autonomous cars, un…

cs.AR2023★ 5 cited

NEUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS

Fabio Pavanello, Cedric Marchand, Ian O'Connor +34

This special session paper introduces the Horizon Europe NEUROPULS project, which targets the development of secure and energy-efficient RISC-V interfaced neuromorphic accelerators…

cs.AR2023★ 7 cited

An Automotive Case Study on the Limits of Approximation for Object Detection

Martí Caro, Hamid Tabani, Jaume Abella +9

The accuracy of camera-based object detection (CBOD) built upon deep learning is often evaluated against the real objects in frames only. However, such simplistic evaluation ignore…

cs.AR2021★ 24 cited

GPU4S: Embedded GPUs in Space -- Latest Project Updates

Leonidas Kosmidis, Iván Rodríguez, Álvaro Jover +6

Following the trend of other safety-critical industries like automotive and avionics, the space domain is witnessing an increase in the on-board computing performance demands. This…

cs.AR2021★ 26 cited

Performance Analysis and Optimization Opportunities for NVIDIA Automotive GPUs

Hamid Tabani, Fabio Mazzocchetti, Pedro Benedicte +2

Advanced Driver Assistance Systems (ADAS) and Autonomous Driving (AD) bring unprecedented performance requirements for automotive systems. Graphic Processing Unit (GPU) based platf…