System-on-Chip Architectures for Data Analytics

Artificial Intelligence (AI) in Industry 4.0, intelligent transportation system, intelligent biomedical systems and healthcare, etc., plays an important role requiring complex algorithms. Deep learning in machine learning, for example, is a popular AI algorithm with high computational demands on EDGE platforms in Internet-of-Things applications. This chapter introduces the Algorithm/Architecture Co-Design system design methodology for concurrent design of an algorithm with highly efficient, flexible and low power architecture in constituting the Smart System-on-Chip design.