DocumentCode :
2777401
Title :
Emergence of competitive control in a memristor-based neuromorphic circuit
Author :
Afshar, Saeed ; Kavehei, Omid ; Van Schaik, André ; Tapson, Jonathan ; Skafidas, Stan ; Hamilton, Tara Julia
Author_Institution :
Bioelectronics & Neurosci., Univ. of Western Sydney, Sydney, NSW, Australia
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
8
Abstract :
Recent work in neuroscience is revealing how the blowfly rapidly detects orientation using neural circuits distributed directly behind its photo receptors. These circuits like all biological systems rely on timing, competition, feedback, and energy optimization. The recent realization of the passive memristor device, the so-called fourth fundamental passive element of circuit theory, assists with making low power biologically inspired parallel analog computation achievable. Building on these developments, we present a memristor-based neuromorphic competitive control (mNCC) circuit, which utilizes a single sensor and can control the output of N actuators delivering optimal scalable performance, and immunity from device variation and environmental noise.
Keywords :
actuators; circuit feedback; memristors; neural nets; actuator; biological system; circuit theory; device variation; energy optimization; environmental noise; feedback; fourth fundamental passive element; memristor-based neuromorphic competitive control circuit; neural circuit; neuromorphic circuit; neuroscience; optimal scalable performance; orientation detection; parallel analog computation; passive memristor device; photo receptor; sensor; Actuators; Memristors; Neuromorphics; Neurons; Noise; Process control; Cybernetics; Distributive Control; Divisive Gain; Emergence; Memristor; Neural Networks; Neuromorphic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks (IJCNN), The 2012 International Joint Conference on
Conference_Location :
Brisbane, QLD
ISSN :
2161-4393
Print_ISBN :
978-1-4673-1488-6
Electronic_ISBN :
2161-4393
Type :
conf
DOI :
10.1109/IJCNN.2012.6252779
Filename :
6252779
Link To Document :
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