João Vieira

Processing Convolutional Neural Networks on Cache

With the advent of Big Data application domains, several Machine Learning (ML) signal-processing algorithms, such as Convolutional Neural Networks (CNNs), are required to process progressively larger datasets at a great cost in terms of both compute power and memory bandwidth. Although dedicated acc…