Energy-efficient FPGA Implementation of the k-Nearest Neighbors Algorithm Using OpenCL

Energy-efficient FPGA Implementation of the k-Nearest Neighbors Algorithm Using OpenCL

Bibliographic Details
Main Authors:	Fahad Muslim, Alexandros Demian, Liang Ma, Luciano Lavagno, Affaq Qamar
Format:	Article
Language:	English
Published:	Polish Information Processing Society 2016-10-01
Series:	Annals of computer science and information systems
Online Access:	http://dx.doi.org/10.15439/2016F327

Similar Items

Efficient FPGA Implementation of OpenCL High-Performance Computing Applications via High-Level Synthesis
by: Fahad Bin Muslim, et al.
Published: (2017-01-01)

In-FPGA Instrumentation Framework for OpenCL-Based Designs
by: Hachem Bensalem, et al.
Published: (2020-01-01)

An OpenCL-Based FPGA Accelerator for Faster R-CNN
by: Jianjing An, et al.
Published: (2022-09-01)

An FPGA Accelerator for Molecular Dynamics Simulation Using OpenCL
by: Hasitha Muthumala Waidyasooriya, et al.
Published: (2016-12-01)

Research on OpenCL optimization for FPGA deep learning application.
by: Shuo Zhang, et al.
Published: (2019-01-01)

OpenCL implementation of winograd algorithm /
by: Hoh, Michel Xin Jie, 1993-, author, et al.
Published: (2019)

OpenCL implementation of winograd algorithm /
by: Hoh, Michel Xin Jie, 1993-, author, et al.
Published: (2019)

FPGA architecture based on OpenCL for studying the acoustic backscattering by an immersed tube
by: Mhamed Hadji, et al.
Published: (2024-02-01)

Optimizing OpenCL Code for Performance on FPGA: k-Means Case Study With Integer Data Sets
by: Nuno Paulino, et al.
Published: (2020-01-01)

Heterogeneous computing with OpenCL /
by: Gaster, Benedict
Published: (c201)

OpenCL programming guide /
by: Munshi, Aaftab
Published: (c201)

Implementation of Autoencoders with Systolic Arrays through OpenCL
by: Rafael Gadea-Gironés, et al.
Published: (2021-01-01)

OpenCL-based hardware-software co-design methodology for image processing implementation on heterogeneous FPGA platform
by: Ayat, S. O., et al.
Published: (2016)

Mapping streaming applications to OpenCL
by: Abhishek Ray
Published: (2012)

EDSSA: An Encoder-Decoder Semantic Segmentation Networks Accelerator on OpenCL-Based FPGA Platform
by: Hongzhi Huang, et al.
Published: (2020-07-01)

Heterogeneous computing with OpenCL 2.0 /
by: Kaeli, David R.
Published: (c201)

CUDA and OpenCL implementations of Conways Game of Life cellular automata
by: Andrey Evgen'evich Alekseenko, et al.
Published: (2010-09-01)

Lattice Boltzmann Method Implementation on Multiple Devices using OpenCL
by: TEKIC, J. B., et al.
Published: (2018-08-01)

An OpenCL-based parallel acceleration of aSobel edge detection algorithm Using IntelFPGA technology
by: Abedalmuhdi Almomany, et al.
Published: (2020-07-01)

Differential Evolution Implementation for Power Quality Disturbances Monitoring using OpenCL
by: SOLIS-MUNOZ, F. J., et al.
Published: (2019-05-01)

Implementation of the Lattice Boltzmann Method on Heterogeneous Hardware and Platforms using OpenCL
by: TEKIC, P. M., et al.
Published: (2012-02-01)

Multi–GPU Implementation of Machine Learning Algorithm using CUDA and OpenCL
by: Jan Masek, et al.
Published: (2016-06-01)

Using OpenCL : programming massively parallel computers /
by: 342820 Kowalik, Janusz S.
Published: (c201)

Query processing on OpenCL-based FPGAs : challenges and opportunities
by: Paul, Johns, et al.
Published: (2020)

Paralelización del Algoritmo Expectación–Maximización Utilizando OpenCL
by: Ernesto Insua-Suárez, et al.
Published: (2014-12-01)

FPGA-Based Acceleration of K-Nearest Neighbor Algorithm on Fully Homomorphic Encrypted Data
by: Sagarika Behera, et al.
Published: (2024-02-01)

OpenCL and OpenGL Implementation of Simultaneous Localization and Mapping Algorithm using High-End GPU
by: Abouzahir Mohamed, et al.
Published: (2022-01-01)

Implementation of K-Nearest Neighbor Algorithm for Customer Satisfaction
by: Sutan Faisal Sutan Faisal, et al.
Published: (2020-07-01)

Using OpenCL [electronic resource] : programming massively parallel computers /
by: 342820 Kowalik, Janusz S.
Published: (c201)

Numerical simulation for the MHD system in 2D using OpenCL*
by: Massaro Michel, et al.
Published: (2014-09-01)

Optimization of Deep Neural Networks Using SoCs with OpenCL
by: Rafael Gadea-Gironés, et al.
Published: (2018-04-01)

Encrypting video and image streams using OpenCL code on- demand
by: Juan P. D’Amato, et al.
Published: (2014-04-01)

Performance analysis of parallel graph algorithms on heterogeneous processors in OpenCL
by: Liu, Xiao
Published: (2015)

Accelerating mono-domain cardiac electrophysiology simulations using OpenCL
by: Wülfers Eike M., et al.
Published: (2015-09-01)

Fpga-Based Accelerator For The Identification Of Finger Vein Pattern Via K-Nearest Centroid Neighbors
by: Yew , Tze Ee
Published: (2016)

High-Level Synthesis for Semi-Global Matching: Is the Juice Worth the Squeeze?
by: Affaq Qamar, et al.
Published: (2017-01-01)

A parallel Canny edge detection algorithm based on OpenCL acceleration.
by: Yupu Song, et al.
Published: (2024-01-01)

A Two-Level Task Scheduler on Multiple DSP System for OpenCL
by: Li Tian, et al.
Published: (2014-04-01)

Compressed Learning of Deep Neural Networks for OpenCL-Capable Embedded Systems
by: Sangkyun Lee, et al.
Published: (2019-04-01)

OpenCL Implementation of a Parallel Universal Kriging Algorithm for Massive Spatial Data Interpolation on Heterogeneous Systems
by: Fang Huang, et al.
Published: (2016-06-01)