Emergence of Competitive Control in a Memristor-Based Neuromorphic Circuit

被引:0
|
作者
Afshar, Saeed [1 ,3 ]
Kavehei, Omid [2 ]
van Schaik, Andre [1 ]
Tapson, Jonathan [1 ]
Skafidas, Stan [2 ]
Hamilton, Tara Julia [3 ]
机构
[1] Univ Western Sydney, Bioelect & Neurosci, Penrith, NSW 1797, Australia
[2] Univ Melbourne, Ctr Neural Engn, Melbourne, Vic, Australia
[3] Univ New South Wales, Sch Elect Engn & Telecommun, Kensington, NSW, Australia
来源
2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) | 2012年
基金
澳大利亚研究理事会;
关键词
Neuromorphic; Memristor; Distributive Control; Divisive Gain; Cybernetics; Neural Networks; Emergence; DEVICES;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
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页数:8
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