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Approximation opportunities in edge computing hardware: A systematic literature review
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 …
X-CGRA: An energy-efficient approximate coarse-grained reconfigurable architecture
In this article, we present an energy-efficient approximate CGRA (X-CGRA). Instead of
conventional exact arithmetic units, it employs configurable approximate adders and …
conventional exact arithmetic units, it employs configurable approximate adders and …
Design of approximate booth squarer for error-tolerant computing
To explore the benefits of approximate computing, this article proposes an approximate
partial product generator for squarer (APPGS). Using APPGS, three designs of approximate …
partial product generator for squarer (APPGS). Using APPGS, three designs of approximate …
A quality-aware voltage overscaling framework to improve the energy efficiency and lifetime of TPUs based on statistical error modeling
Deep neural networks (DNNs) are a type of artificial intelligence models that are inspired by
the structure and function of the human brain, designed to process and learn from large …
the structure and function of the human brain, designed to process and learn from large …
An energy-efficient generic accuracy configurable multiplier based on block-level voltage overscaling
Voltage Overscaling (VOS) is one of the well-known techniques to increase the energy
efficiency of arithmetic units. Also, it can provide significant lifetime improvements, while still …
efficiency of arithmetic units. Also, it can provide significant lifetime improvements, while still …
BioCare: An energy-efficient CGRA for bio-signal processing at the edge
Coarse Grained Reconfigurable Architectures (CGRAs) have proved to be viable platforms
for health monitoring applications. Targeting energy-efficiency, state-of-the-art (SoA) CGRAs …
for health monitoring applications. Targeting energy-efficiency, state-of-the-art (SoA) CGRAs …
ASAP: automatic synthesis of area-efficient and precision-aware CGRAs
Coarse-grained reconfigurable accelerators (CGRAs) are a promising accelerator design
choice that strikes a balance between performance and adaptability to different computing …
choice that strikes a balance between performance and adaptability to different computing …
SC-CGRA: An Energy-Efficient CGRA Using Stochastic Computing
D Mou, B Wang, D Liu - IEEE Transactions on Parallel and …, 2024 - ieeexplore.ieee.org
Stochastic Computing (SC) offers a promising computing paradigm for low-power and cost-
effective applications, with the added advantage of high error tolerance. In parallel, Coarse …
effective applications, with the added advantage of high error tolerance. In parallel, Coarse …
GREEN: An approximate SIMD/MIMD CGRA for energy-efficient processing at the edge
The rapid evolution of compute-intensive programs from bio-signal to image-, and video
processing has motivated moving toward coarse grained reconfigurable architectures …
processing has motivated moving toward coarse grained reconfigurable architectures …
DMPRA: A Dynamic Reconfiguration Mechanism for a Dual-Mode Programmable Reconfigurable Array Architecture
K Li, L Jiang, X Huang, K Yang, X **e… - Journal of Circuits …, 2023 - World Scientific
To improve the performance and power efficiency of various algorithms in specific
applications, reconfigurable architecture has become an effective choice in academia and …
applications, reconfigurable architecture has become an effective choice in academia and …