Approximate computing for low power and security in the internet of things
To save resources for Internet of Things (IoT) devices, a proposed approach segments
operands and corresponding basic arithmetic operations that can be carried out by …
operands and corresponding basic arithmetic operations that can be carried out by …
Combining arithmetic approximation techniques for improved CNN circuit design
Convolutional Neural Networks (CNN) plea for improved design at circuit level. Instead of
compression, we adopt here arithmetic approximation techniques supporting seamlessly the …
compression, we adopt here arithmetic approximation techniques supporting seamlessly the …
An approximate-computing empowered green 6G downlink
Approximate computing (AC) is an emerging embedded computing paradigm whereby
accurate arithmetic units (ie, adders and multipliers) of a computing platform (eg, CPU …
accurate arithmetic units (ie, adders and multipliers) of a computing platform (eg, CPU …
A review on approximate computing and some of the associated techniques for energy reduction in IOT
D Marwaha, A Sharma - 2018 2nd International Conference on …, 2018 - ieeexplore.ieee.org
In the present time where every single individual is associated through a system by means
of web, this is extremely normal to have the requirement of a system through which the …
of web, this is extremely normal to have the requirement of a system through which the …
State-of-art analysis of multiplier designs for image processing and convolutional neural network applications
Z Aizaz, K Khare - 2022 International Conference for …, 2022 - ieeexplore.ieee.org
Recently, due to the immense growth of computing power, image processing and
Convolutional neural networks (CNN) have regained gigantic attention because of the …
Convolutional neural networks (CNN) have regained gigantic attention because of the …
VADF: V ersatile A pproximate D ata F ormats for Energy-Efficient Computing
Approximate computing (AC) techniques provide overall performance gains in terms of
power and energy savings at the cost of minor loss in application accuracy. For this reason …
power and energy savings at the cost of minor loss in application accuracy. For this reason …
Information hiding behind approximate computation
There are many interesting advances in approximate computing recently targeting the
energy efficiency in system design and execution. The basic idea is to trade computation …
energy efficiency in system design and execution. The basic idea is to trade computation …
From Circuits to SoC Processors: Arithmetic Approximation Techniques & Embedded Computing Methodologies for DSP Acceleration
V Leon - arXiv preprint arXiv:2302.12194, 2023 - arxiv.org
The computing industry is forced to find alternative design approaches and computing
platforms to sustain increased power efficiency, while providing sufficient performance …
platforms to sustain increased power efficiency, while providing sufficient performance …
Information hiding using approximate POSIT representation
POSIT is a numerical system consists of sign, regime, exponential, and fraction bits to
overcome some limitations of the IEEE‐754 floating point (FP) representation. This work …
overcome some limitations of the IEEE‐754 floating point (FP) representation. This work …
A novel approximate computing based security primitive for the Internet of Things
The Internet of Things (IoT) has become ubiquitous in our daily life as billions of devices are
connected through the Internet infrastructure. However, the rapid increase of IoT devices …
connected through the Internet infrastructure. However, the rapid increase of IoT devices …