WEST LAFAYETTE, Ind. – Researchers are developing computers capable of "approximate computing" to perform calculations good enough for certain tasks that don't require perfect accuracy, potentially ...

The growing demand for low-power, high-performance computing systems has accelerated the development of a new paradigm called ‘Approximate Computing’, which often surpasses traditional architectures ...

Approximate computing encompasses a suite of design methodologies that deliberately introduce controlled inaccuracy into digital circuits and algorithms to achieve substantial reductions in power ...

A technical paper titled “On Hardware-efficient Inference in Probabilistic Circuits” was published by researchers at Aalto University and UCLouvain. “Probabilistic circuits (PCs) offer a promising ...

Simulations of quantum many-body systems are an important goal for nuclear and high-energy physics. Many-body problems involve systems that consist of many microscopic particles interacting at the ...

A new technical paper titled “IMAGIN: Library of IMPLY and MAGIC NOR Based Approximate Adders for In-Memory Computing” was published by researchers at DFKI (German Research Center for Artificial ...

An application that does not require a precise result. For the simplest example, 1 plus 1 may result in 2.01 or 1.98. For many applications, including imaging and artificial intelligence, "almost ...