Brain-inspired computing

Abstract

As mobile computing becomes increasingly pervasive, so do our expectations of the devices we use and interact with in our everyday lives. We want these devices to be smarter, anticipate our needs, and share our perception of the world so we can interact with them more naturally. The computational complexity of achieving these goals using traditional computing architectures is quite challenging, particularly in a power- or thermal-constrained environment. This talk will review the rise of machine learning and brain-inspired computing and how it is impacting next generation SoC architectures and its technology drivers.