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Approximate computing

Approximate computing is a computation which returns a possibly inaccurate result rather than a guaranteed accurate result, for a situation where an… 
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Related topics

Related topics

27 relations
Adder (electronics)Approximation theoryArtificial neural networkBinary multiplier

Broader (2)

Computer architectureSoftware engineering

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Adaptive Approximate Computing in Arithmetic Datapaths
Editor’s note: Approximate arithmetic units are used in error tolerant applications, like image processing, to minimize energy… 
2017
2017
Reconfigurable Support Vector Machine Classifier with Approximate Computing
Support Vector Machine (SVM) is one of the most popular machine learning algorithms. An energy-efficient SVM classifier is… 
2017
2017
Integer Echo State Networks: Hyperdimensional Reservoir Computing
We propose an approximation of Echo State Networks (ESN) that can be efficiently implemented on digital hardware based on the… 
2017
2017
Measuring the Impact of Memory Errors on Application  Performance
Memory reliability is a key factor in the design of warehouse-scale computers.  Prior work has focused on the performance… 
2016
2016
Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity?
Computer systems constrain their processing rates to stay within power, cost and answer quality budgets. Sprinting mechanisms… 
Review
2016
Review
2016
Introduction to approximate computing: Embedded tutorial
A new design paradigm - approximate computing - was established to investigate how computer systems can be made better - more… 
2015
2015
Approximate computing with unreliable dynamic memories
Embedded memories account for a large fraction of the overall silicon area and power consumption in modern SoC(s). While embedded… 
2012
2012
A Case for Hybrid Discrete-Continuous Architectures
Current technology trends indicate that power- and energy efficiency will limit chip throughput in the future. Current solutions… 
2012
2012
Vision-based hand pose estimation through similarity search using the earth mover's distance
Vision-based hand pose estimation presents unique challenges, particularly if high-fidelity reconstruction is desired. Searching… 
1999
1999
A design space exploration scheme for data-path synthesis
In this paper, we examine the multicriteria optimization involved in scheduling for data-path synthesis (DPS). The criteria we… 
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