Concepedia

Philipp Gysel

PG

5

Publications

856

Citations

5

H-Index

2016

Active since

Affiliations

University of California, Davis(Current)

Philipp Gysel is an author at University of California, Davis specializing in computer architecture, engineering, and computer engineering.

Top concepts

EngineeringDeep LearningComputer ScienceComputer EngineeringComputer ArchitectureMachine LearningParallel ComputingApproximation TheoryDeep Neural NetworksDesign

Publications per year

2016–2018

5

Publications

5

Hardware-oriented Approximation of Convolutional Neural Networks

Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi · arXiv (Cornell University) · 2016 · 280 citations · Full text

Power Consumption, Engineering, Machine Learning +13

Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks

Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 245 citations

Design space exploration of FPGA-based Deep Convolutional Neural Networks

Mohammad Motamedi, Philipp Gysel, Venkatesh Akella et al. · 2016 · 205 citations

Engineering, Machine Learning, Hardware Algorithm +17

Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks

Philipp Gysel · arXiv (Cornell University) · 2016 · 101 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

PLACID

Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi · ACM Transactions on Multimedia Computing Communications and Applications · 2017 · 25 citations

Hardware Security, Engineering, Hardware Acceleration +12

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