The Role of FPGAs in Deep Learning

Abstract

Deep learning has garnered significant visibility recently as an Artificial Intelligence (AI) paradigm, with success in wide ranging applications such as image and speech recognition, natural language understanding, self-driving cars, and game playing (e.g., Alpha Go). This special session is devoted to exploring the potential role of FPGAs in this important fast-evolving domain.