Algorithm and hardware implementation for visual perception system in autonomous vehicle: A survey
This paper briefly surveys the recent progress on visual perception algorithms and their
corresponding hardware implementations for the emerging application of autonomous …
corresponding hardware implementations for the emerging application of autonomous …
Quantum Monte Carlo and related approaches
BM Austin, DY Zubarev, WA Lester Jr - Chemical reviews, 2012 - ACS Publications
As the name implies, Monte Carlo (MC) methods employ random numbers to solve
problems. The range of problems that may be treated by MC is substantial; these include …
problems. The range of problems that may be treated by MC is substantial; these include …
From CUDA to OpenCL: Towards a performance-portable solution for multi-platform GPU programming
P Du, R Weber, P Luszczek, S Tomov, G Peterson… - Parallel Computing, 2012 - Elsevier
In this work, we evaluate OpenCL as a programming tool for develo** performance-
portable applications for GPGPU. While the Khronos group developed OpenCL with …
portable applications for GPGPU. While the Khronos group developed OpenCL with …
A comprehensive performance comparison of CUDA and OpenCL
This paper presents a comprehensive performance comparison between CUDA and
OpenCL. We have selected 16 benchmarks ranging from synthetic applications to real-world …
OpenCL. We have selected 16 benchmarks ranging from synthetic applications to real-world …
GPU-BLAST: using graphics processors to accelerate protein sequence alignment
PD Vouzis, NV Sahinidis - Bioinformatics, 2011 - academic.oup.com
Abstract Motivation: The Basic Local Alignment Search Tool (BLAST) is one of the most
widely used bioinformatics tools. The widespread impact of BLAST is reflected in over 53 …
widely used bioinformatics tools. The widespread impact of BLAST is reflected in over 53 …
Efficient FPGA implementation of OpenCL high-performance computing applications via high-level synthesis
FPGA-based accelerators have recently evolved as strong competitors to the traditional GPU-
based accelerators in modern high-performance computing systems. They offer both high …
based accelerators in modern high-performance computing systems. They offer both high …
GPU-based high-performance computing for radiation therapy
Recent developments in radiotherapy therapy demand high computation powers to solve
challenging problems in a timely fashion in a clinical environment. The graphics processing …
challenging problems in a timely fashion in a clinical environment. The graphics processing …
A survey on GPU-based implementation of swarm intelligence algorithms
Inspired by the collective behavior of natural swarm, swarm intelligence algorithms (SIAs)
have been developed and widely used for solving optimization problems. When applied to …
have been developed and widely used for solving optimization problems. When applied to …
A comparison of FPGA and GPU for real-time phase-based optical flow, stereo, and local image features
Low-level computer vision algorithms have extreme computational requirements. In this
work, we compare two real-time architectures developed using FPGA and GPU devices for …
work, we compare two real-time architectures developed using FPGA and GPU devices for …
Large-scale transient stability simulation of electrical power systems on parallel GPUs
V Jalili-Marandi, Z Zhou… - 2012 IEEE Power and …, 2012 - ieeexplore.ieee.org
This paper proposes large-scale transient stability simulation based on the massively
parallel architecture of multiple graphics processing units (GPUs). A robust and efficient …
parallel architecture of multiple graphics processing units (GPUs). A robust and efficient …