Abstract: Currently, many applications implement convolutional neural networks (CNNs) on CPUs or GPUs while the performances are limited by the computational complexity of these networks. Compared ...
Abstract: Multiplication is a necessary arithmetic operation in signal processing and machine learning algorithms. This paper proposes a novel method called Approximate Multiplier with Configurable ...