AI Hardware Accelerators (Training & Inference): My Lecture @ ISCAS 2021

Smart Technology and Intelligent Society are the demand of this era. Artificial Intelligence (AI) and deep learning (DL) algorithms are playing a vital role to cater these demands to meet the expectations of the smart world and intelligent systems. However, the performance of the implementation of these algorithms is solely accomplished by efficient hardware. Therefore, AI accelerators are the state-of-the-art research area for the circuits and systems designers and academicians. In this tutorial, we are going to explain the demands and requirements of AI accelerators with their multifaceted applications. Here, we will focus broadly on the hardware aspects of training & inference AI accelerators.