A flexible and configurable GPGPU stereo matching framework
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08756-2
Abstract: This paper presents a practical framework that consists of various local to global stereo matching algorithms on a general purpose computing on graphics processing units platform. The flexible framework provides users with a selection of… read more here.
Keywords: stereo; framework; matching framework; stereo matching ... See more keywords
Memory Coalescing Implementation of Metropolis Resampling on Graphics Processing Unit
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Signal Processing Systems"
DOI: 10.1007/s11265-017-1254-6
Abstract: Owing to many cores in its architecture, graphics processing unit (GPU) offers promise for parallel execution of the particle filter. A stage of the particle filter that is particularly challenging to parallelize is resampling. There… read more here.
Keywords: metropolis resampling; graphics processing; processing unit; memory ... See more keywords
Large-scale ensemble simulations of biomathematical brain arteriovenous malformation models using graphics processing unit computation
Sign Up to like & getrecommendations! Published in 2019 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2019.103416
Abstract: BACKGROUND Theoretical modeling allows investigations of cerebral arteriovenous malformation (AVM) hemodynamics, but current models are too simple and not clinically representative. We developed a more realistic AVM model based on graphics processing unit (GPU) computing,… read more here.
Keywords: model; processing unit; graphics processing; arteriovenous malformation ... See more keywords
Energy audit for pyro-processing unit of a new generation cement plant and feasibility study for recovering waste heat: A case study
Sign Up to like & getrecommendations! Published in 2019 at "Energy"
DOI: 10.1016/j.energy.2019.02.102
Abstract: Abstract In this work, firstly the energy audit was performed on the pyro-processing unit of a cement plant in Iran to improve the efficiency of the clinker production process and operating the system. In this… read more here.
Keywords: pyro processing; heat; unit; study ... See more keywords
High-Performance, Graphics Processing Unit-Accelerated Fock Build Algorithm.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.0c00768
Abstract: We present a high-performance, GPU (graphics processing unit)-accelerated algorithm for building the Fock matrix. The algorithm is designed for efficient calculations on large molecular systems and uses a novel dynamic load balancing scheme that maximizes… read more here.
Keywords: graphics processing; performance; processing unit; high performance ... See more keywords
Accelerating Neural Network Inference With Processing-in-DRAM: From the Edge to the Cloud
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Micro"
DOI: 10.1109/mm.2022.3202350
Abstract: Neural networks (NNs) are growing in importance and complexity. An NN’s performance (and energy efficiency) can be bound either by computation or memory resources. The processing-in-memory (PIM) paradigm, where computation is placed near or within… read more here.
Keywords: processing unit; memory; energy efficiency; dram ... See more keywords
Spintronic Processing Unit in Spin Transfer Torque Magnetic Random Access Memory
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Electron Devices"
DOI: 10.1109/ted.2019.2898391
Abstract: Recently, exploiting emerging nonvolatile memories to implement the process-in-memory (PIM) paradigm have shown great potential to address the von Neumann bottleneck and have attracted extensive research and development. In this paper, we present a novel… read more here.
Keywords: spintronic processing; random access; memory; magnetic random ... See more keywords
Distribution System Optimization on Graphics Processing Unit
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2015.2502066
Abstract: Power distribution networks operate in a radial topology, but also include extra tie switches to allow for their reconfiguration in case of scheduled maintenance or unexpected failure. With the implementation of the smart grid and… read more here.
Keywords: graphics processing; topology; optimization; reconfiguration ... See more keywords
Graphics processing unit accelerating compressed sensing photoacoustic computed tomography with total variation.
Sign Up to like & getrecommendations! Published in 2020 at "Applied optics"
DOI: 10.1364/ao.378466
Abstract: Photoacoustic computed tomography with compressed sensing (CS-PACT) is a commonly used imaging strategy for sparse-sampling PACT. However, it is very time-consuming because of the iterative process involved in the image reconstruction. In this paper, we… read more here.
Keywords: graphics processing; computed tomography; compressed sensing; photoacoustic computed ... See more keywords
Graphics Processing Unit-Based Match and Locate (GPU-M&L): An Improved Match and Locate Method and Its Application
Sign Up to like & getrecommendations! Published in 2020 at "Seismological Research Letters"
DOI: 10.1785/0220190241
Abstract: Microearthquake detection and location are critical for understanding earthquake mechanisms and mitigating seismic hazards. Match and locate (M&L) is an effective method for simultaneously detecting and locating small earthquakes. However, the heavy computational demands of… read more here.
Keywords: match; processing unit; method; match locate ... See more keywords
A Heterogeneous Architecture for the Vision Processing Unit with a Hybrid Deep Neural Network Accelerator
Sign Up to like & getrecommendations! Published in 2022 at "Micromachines"
DOI: 10.3390/mi13020268
Abstract: The vision chip is widely used to acquire and process images. It connects the image sensor directly with the vision processing unit (VPU) to execute the vision tasks. Modern vision tasks mainly consist of image… read more here.
Keywords: vision tasks; deep neural; processing unit; vision processing ... See more keywords