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A Voltage Mode Memristor Bridge Synaptic Circuit with Memristor Emulators

Authors :
Leon Chua
Maheshwar Pd. Sah
Hyongsuk Kim
Changju Yang
Source :
Sensors, Vol 12, Iss 3, Pp 3587-3604 (2012)
Publication Year :
2012
Publisher :
MDPI AG, 2012.

Abstract

A memristor bridge neural circuit which is able to perform signed synaptic weighting was proposed in our previous study, where the synaptic operation was verified via software simulation of the mathematical model of the HP memristor. This study is an extension of the previous work advancing toward the circuit implementation where the architecture of the memristor bridge synapse is built with memristor emulator circuits. In addition, a simple neural network which performs both synaptic weighting and summation is built by combining memristor emulators-based synapses and differential amplifier circuits. The feasibility of the memristor bridge neural circuit is verified via SPICE simulations.

Details

Language :
English
ISSN :
14248220
Volume :
12
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.1272525d48514fe3aabc92dfb324836b
Document Type :
article
Full Text :
https://doi.org/10.3390/s120303587