Research on the Architecture and Implementation of In-Memory Computing

Abstract

The rapid growth of artificial intelligence and the bottleneck of computing force development have promoted the emergence of new computing architectures. In-memory computing, as a structure that breaks the traditional separation of memory and computing, is considered to be a method to break the bottleneck of computing force. This paper presents two typical parts of architecture design for in-memory computing, IM-A and IM-P. And it expounds the implementations of in-memory computing in various storage media. The challenges of in-memory computing in manufacture, design, and application are summarized. The development trend of in-memory computing is mainly to realize artificial intelligence algorithms.