Approximation opportunities in edge computing hardware: A systematic literature review
HJ Damsgaard, A Ometov, J Nurmi - ACM Computing Surveys, 2023 - dl.acm.org
With the increasing popularity of the Internet of Things and massive Machine Type
Communication technologies, the number of connected devices is rising. However, although …
Communication technologies, the number of connected devices is rising. However, although …
Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks
Approximate Computing (AxC) techniques trade off computational accuracy for gains in
performance, energy efficiency, and area reduction. This trade-off is particularly …
performance, energy efficiency, and area reduction. This trade-off is particularly …
Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic
Approximate Computing (AxC) techniques allow trade-off accuracy for performance, energy,
and area reduction gains. One of the applications suitable for using AxC techniques are the …
and area reduction gains. One of the applications suitable for using AxC techniques are the …
[PDF][PDF] Spiking Neural Network Data Reduction via Interval Arithmetic
Approximate Computing (AxC) allows reducing the accuracy required by the user and the
precision provided by the computing system to optimize the whole system in terms of …
precision provided by the computing system to optimize the whole system in terms of …