Concepedia

Katayoun Neshatpour

KN

15

Publications

323

Citations

13

H-Index

2012

Active since

Affiliations

George Mason University(Current)

Washington State University

University of Maryland, Baltimore County

University of California, Los Angeles

Katayoun Neshatpour is an author at George Mason University specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceComputer EngineeringParallel ComputingComputer ArchitectureData ScienceCluster ComputingParallel ProgrammingBig DataCloud Computing

Publications per year

2012–2019

15

Publications

15

Energy-efficient acceleration of big data analytics applications using FPGAs

Katayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat et al. · 2015 · 60 citations

Cluster Computing, Engineering, Machine Learning Algorithms +22

ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation

Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun et al. · 2018 · 38 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Accelerating Machine Learning Kernel in Hadoop Using FPGAs

Katayoun Neshatpour, Maria Malik, Houman Homayoun · 2015 · 24 citations

Cluster Computing, Deep Machine Learning, Machine Learning +21

A low-complexity high-throughput ASIC for the SC-FDMA MIMO detectors

Katayoun Neshatpour, Mojtaba Mahdavi, Mahdi Shabany · 2012 · 22 citations

Wireless Communications, Mimo System, Sc-fdma Detectors +14

Architectural considerations for FPGA acceleration of machine learning applications in MapReduce

Katayoun Neshatpour, Hosein Mohammadi Mokrani, Avesta Sasan et al. · 2018 · 21 citations

Cluster Computing, Engineering, Hardware Algorithm +26

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