Given the stringent requirements of energy efficiency for Internet-of-Things edge devices,
approximate multipliers, as a basic component of many processors and accelerators, have …

Approximate circuits and approximate circuit design methodologies attracted a significant
attention of researchers as well as industry in recent years. In order to accelerate the …

Recent advancements in hardware and software systems have been driven by the
deployment of emerging smart health and mobility applications. These developments have …

In the past few years, an increasing number of machine-learning and deep learning
structures, such as Convolutional Neural Networks (CNNs), have been applied to solving a …

With the emergence of approximate computing as a design paradigm, many approximate
functional units have been proposed, particularly approximate adders and multipliers. These …

Approximate multipliers are widely being advocated for energy-efficient computing in
applications that exhibit an inherent tolerance to inaccuracy. In this paper, we identify three …

The problem of developing an approximate implementation of a given combinational circuit
can be formulated as a multi-objective design problem and solved by means of a search …

To ensure the functional correctness of digital circuits, formal verification methods have been
established, where the circuits are proven to implement the correct function. Several …

Video processing performed directly on IoT nodes is one of the most performance as well as
energy demanding applications for current IoT technology. In order to support real-time high …

Approximate computing‐based arithmetic units are oriented towards reduction in power,
delay, and area. Intrinsic error tolerance capability of emerging application domains, like …