Memristive device with threshold for synaptic application in Neuromorphic hardwares

Author

Shiju, S. ; Philip, L.

Author_Institution

Dept. of Electron., Coll. of Eng., Chengannur, Chengannur, India

fYear

2013

fDate

22-23 March 2013

Firstpage

229

Lastpage

234

Abstract

Memristive devices behave like resistors and also have memory property. This resistance with memory is called memristance. Memristance naturally arise in nanoscale systems. Different models of memristive device developed so far are classified into two categories: memristive devices with threshold and memristive devices without threshold. Memristive devices have a particular importance in Neuromorphic hardware system. In this paper we discuss about memristive device in these two categories and also investigate how each device is suitable for neural application.

Keywords

memristors; nanoelectronics; neural chips; memory property; memristance; memristive device; nanoscale system; neural application; neuromorphic hardware; resistor; synaptic application; threshold; Adaptation models; Equations; Integrated circuit modeling; Mathematical model; Memristors; Resistance; Threshold voltage; Artificial neural system; Memristive devices; Memristor; Synapse;

fLanguage

English

Publisher

ieee

Conference_Titel

Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on

Conference_Location

Kottayam

Print_ISBN

978-1-4673-5089-1

Type

conf

DOI

10.1109/iMac4s.2013.6526413

Filename

6526413