Title :
Scalable and Portable Architecture for Probability Density Function Estimation on FPGAs
Author :
Nagarajan, Karthik ; Holland, Brian ; Slatton, Clint ; George, Alan D.
Author_Institution :
ECE Dept., Univ. of Florida, Gainesville, FL, USA
Abstract :
This paper describes the design, development, and analysis of a scalable and portable architecture for multi-dimensional, non-parametric PDF estimation using Gaussian kernels on FPGAs.
Keywords :
field programmable gate arrays; logic design; probability; FPGA core design; Gaussian kernels; nonparametric PDF estimation algorithm; portable architecture; probability density function estimation; Algorithm design and analysis; Computer architecture; Field programmable gate arrays; Frequency estimation; Hardware; Kernel; Pipelines; Portable computers; Probability density function; Testing; FPGA; Performance Prediction; Reconfigurable Computing; Signal Processing;
Conference_Titel :
Field-Programmable Custom Computing Machines, 2008. FCCM '08. 16th International Symposium on
Conference_Location :
Palo Alto, CA
Print_ISBN :
978-0-7695-3307-0
DOI :
10.1109/FCCM.2008.47
