Study of recall time of associative memory in a memristive Hopfield neural network

• Main Authors: Kong, Deyu, Hu, Shaogang, Wang, Junjie, Liu, Zhen, Chen, Tupei, Yu, Qi, Liu, Yang
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Memristors; Associative Memory; DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/106453; http://hdl.handle.net/10220/48928; http://dx.doi.org/10.1109/ACCESS.2019.2915271
• Institution: Nanyang Technological University

By associative memory, people can remember a pattern in microseconds to seconds. In order to emulate human memory, an artificial neural network should also spend a reasonable time in recalling matters of different task difficulties or task familiarities. In this paper, we study the recall time in a...