Neural networks are widely used in critical environments such as healthcare, autonomous
vehicles, or video surveillance. To ensure the safety of the systems that rely on their …

Nowadays, convolutional neural networks (CNN) are common in a wide range of
applications. Their high accuracy and efficiency contrast with their computing requirements …

In the last decade, deep learning models competed for performance at the price of
tremendous computational costs. Such a critical aspect recently attracted more attention for …

Deep neural networks have become one of the go-to tools to achieve state-of-the-art
performance for various tasks, such as computer vision, speech recognition, and many …