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  4. Integrated circuit with memristor emulator array and neuron circuits for neuromorphic pattern recognition
 
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Integrated circuit with memristor emulator array and neuron circuits for neuromorphic pattern recognition

Publikationstyp
Conference Paper
Date Issued
2016
Sprache
English
Author(s)
Ranjan, Rajeev  
Integrierte Schaltungen E-9  
Kyrmanidis, Alexandros  
Integrierte Schaltungen E-9  
Hellweg, Wolf Lukas  
Integrierte Schaltungen E-9  
Mendoza Ponce, Pablo  orcid-logo
Integrierte Schaltungen E-9  
Abu Saleh, Lait  
Integrierte Schaltungen E-9  
Schröder, Dietmar  
Integrierte Schaltungen E-9  
Krautschneider, Wolfgang  
Integrierte Schaltungen E-9  
TORE-URI
https://hdl.handle.net/11420/47553
Start Page
265
End Page
268
Article Number
7760875
Citation
International Conference on Telecommunications and Signal Processing, TSP: 7760875 (2016-11-28)
Contribution to Conference
39th International Conference on Telecommunications and Signal Processing (TSP 2016)  
Publisher DOI
10.1109/TSP.2016.7760875
Scopus ID
2-s2.0-85006761379
Publisher
IEEE
ISBN
978-1-5090-1288-6
978-1-5090-1289-3
978-1-5090-1287-9
This paper details an array of switch resistor based memristor emulators with integrate & fire based neuron ASIC for the development of memristor based pattern recognition. The designed ASIC has 4 memristor emulators with a conductance range from 195 nS to 190 uS; processing has been planned to be off-chip to get the freedom of programmability of any function in ASIC. The ASIC has 2 integrate and fire (I & F) neuron circuits which are planned to be used in conjunction with memristors in a large multiple chip network for pattern recognition. This paper explains the memristor emulator, I & F neurons and an algorithm of pattern recognition simulated in Ltspice. The ASIC has been fabricated in AMS 350nm process.
Subjects
ASIC
Emulator
Memristor
Neuron
Pattern recognition
DDC Class
621.3: Electrical Engineering, Electronic Engineering
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