DocumentCode
744160
Title
Artificial Electrical Morris–Lecar Neuron
Author
Behdad, Rachid ; Binczak, Stephane ; Dmitrichev, Alexey S. ; Nekorkin, Vladimir I. ; Bilbault, Jean-Marie
Author_Institution
Lab. d´Electron., Inf. et Image, Univ. de Bourgogne, Dijon, France
Volume
26
Issue
9
fYear
2015
Firstpage
1875
Lastpage
1884
Abstract
In this paper, an experimental electronic neuron based on a complete Morris-Lecar model is presented, which is able to become an experimental unit tool to study collective association of coupled neurons. The circuit design is given according to the ionic currents of this model. The experimental results are compared with the theoretical prediction, leading to a good agreement between them, which therefore validate the circuit. The use of some parts of the circuit is also possible for other neurons models, namely for those based on ionic currents.
Keywords
neural chips; neural nets; artificial electrical Morris-Lecar neuron; circuit design; coupled neurons collective association; ionic currents; Biological system modeling; Calcium; Integrated circuit modeling; Mathematical model; Neurons; Resistors; Transconductance; Electrical neuron; Morris–Lecar (ML); Morris???Lecar (ML); nonlinear dynamics; operational transconductance amplifier (OTA); operational transconductance amplifier (OTA).;
fLanguage
English
Journal_Title
Neural Networks and Learning Systems, IEEE Transactions on
Publisher
ieee
ISSN
2162-237X
Type
jour
DOI
10.1109/TNNLS.2014.2360072
Filename
6920071
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