Approximate Computing

Approximate Computing is a computational paradigm that strategically relaxes the requirement for full precision in data processing to achieve significant gains in energy efficiency, performance, or resource utilization by exploiting the inherent tolerance of certain applications to output inaccuracies.

612

Publications

32.5K

Citations

1.4K

Authors

399

Institutions

Publications per year

2017–2026

392

Parents

Energy-efficient Embedded SystemsLow-power Fpga DesignNear-threshold ComputingPower-aware DesignReconfigurable Accelerators

Publications

612

Approximate computing: An emerging paradigm for energy-efficient design

Jie Han, Michael Orshansky · 2013 · 1.1K citations

Computing, Computer Engineering, Computer Science +14

Chisel

Jonathan Bachrach, Huy T. Vo, Brian Richards et al. · 2012 · 905 citations

Computing, Computer Engineering, Computer Science +13

A fully programmable 100-spin coherent Ising machine with all-to-all connections

Peter L. McMahon, Alireza Marandi, Yoshitaka Haribara et al. · Science · 2016 · 701 citations

Engineering, Computer Engineering, Computer Science +15

Neural Acceleration for General-Purpose Approximate Programs

Hadi Esmaeilzadeh, Adrian Sampson, Luís Ceze et al. · 2012 · 624 citations

Computing, Computer Engineering, Computer Science +16

Design and Analysis of Approximate Compressors for Multiplication

Amir Momeni, Jie Han, Paolo Montuschi et al. · IEEE Transactions on Computers · 2014 · 620 citations · Full text

Engineering, Computer Engineering, Computer Science +17

1–5 of 612

Authors

1.4K

AR
Anand Raghunathan
Princeton University, United States
22 publications · 2.7K citations
20
h-index
MS
Muhammad Shafique
Karlsruhe Institute of Technology, Germany
22 publications · 1.1K citations
19
h-index
SV
Swagath Venkataramani
Purdue University West Lafayette, United States
16 publications · 1.2K citations
16
h-index
KR
Kaushik Roy
Purdue University West Lafayette, United States
16 publications · 2.4K citations
16
h-index
JH
Jie Han
University of Alberta, Canada
16 publications · 2.7K citations
16
h-index

1–5 of 1.4K

Institutions

399

1–8 of 399

Venues

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
22 publications · 1.5K citations
20
h-index
IEEE Transactions on Circuits and Systems I Regular Papers
14 publications · 1K citations
15
h-index
IEEE Access
14 publications · 601 citations
14
h-index
IEEE Transactions on Computers
12 publications · 1.1K citations
12
h-index
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
11 publications · 392 citations
11
h-index

1–5