資工系專題演講(Lecture)
日期(date)/時間(time)：111年12月22日(四/Thu)13:10~15:00
地點(location)：資工系105教室
演講者(speaker)：陳坤志副教授
服務單位(job)：國立中山大學資訊工程學系
講題(topic)：Introduction of AI Hardware Design and Trend
摘要(summary)：
Deep Neural Networks (DNN) have shown significant advantages in many domains such as pattern recognition, prediction, and control optimization. The edge computing demand has motivated many computing platforms to accelerate DNN operations in the Internet-of-Things era. In this talk, I will introduce the fundamental design concepts to realize a DNN accelerator and point out some design challenges nowadays. Then, some modern design methodologies will be introduced to address these design challenges. At last, we will discuss the design trend in the future to conclude this talk.