Neuromorphic Devices for Brain-inspired Computing

6Neuromorphic Computing Systems with Emerging Devices

Qiumeng Wei¹, Jianshi Tang^1,2, Bin Gao^1,2, Xinyi Li¹, He Qian^1,2, and Huaqiang Wu^1,2

¹Tsinghua University, School of Integrated Circuits, Beijing National Research Center for Information Science and Technology (BNRist), Beijing, 100084, P. R. China

²Tsinghua University, Beijing Innovation Center for Future Chips (ICFC), Beijing, 100084, P. R. China

6.1 Introduction

6.1.1 Background Introduction

The origins of artificial neural networks derive from the efforts to model information processing in biological systems by abstracting the behavioral functions of biological neurons and synapses and mimicking the hierarchical network structures in the biological nervous system [1]. Early in the ...