The IEEE 754 standard for floating-point (FP) arithmetic is widely used for real numbers.
Recently, a variant called posit was proposed to improve the precision around 1 and− 1 …

Recently, many applications have demanded cheaper and faster arithmetic while providing
a wider dynamic range than the popular IEEE 754 floating-point (FP) arithmetic. As a result …

Approximate Computing offers enhanced energy efficiency by exploring quality relaxation
on applications. Application-agnostic hardware-level techniques can provide high benefits …

Abstract The Support Vector Machine (SVM) can be used to perform linear and nonlinear
operations to solve regression and classification problems. The SVM algorithm is …

Approximate computing provides benefits in the logic area, latency, and/or power without
significantly affecting the outputs of some applications. Various approximate computing …

Programmable system-on-chip (SoC) platforms often have a hard-core processor and
programmable logic for heterogeneous computing. A custom hardware design implemented …

In real‐time, the images captured are not always appreciable for visual perception. The
quality of the image relies on the illumination condition. Contrast enhancement is required to …

With the leaps of progress done in the field of machine learning through the last few years,
Artificial Neural Networks (ANN) are being used in more and more applications. In the field …

E cient Hardware Architecture for Contractive Autoencoders.....................
Introduction...................................................................... ContractiveAutoencoder …

Özet Sayısal devrelerde çarpma işlemi mantık kapıları ve flip-floplarla gerçekleştirildiğinde
karmaşıklığı bit sayısı arttıkça üstel olarak artan bir işlemdir. O nedenle bir sayısal devre …