DocumentCode
303329
Title
CMOS implementation of a pulse-coupled neuron cell
Author
Wilamowski, Bogdan M. ; Jaeger, Richard C. ; Padgett, Mary Lou ; Myers, Lawrence J.
Author_Institution
Dept. of Electr. Eng., Auburn Univ., AL, USA
Volume
2
fYear
1996
fDate
3-6 Jun 1996
Firstpage
986
Abstract
Recent applications of pulse-coupled neural networks have demonstrated the need for a simple pulse-coupled neuron circuit which can easily be implemented in CMOS technology. The proposed cell uses a positive feedback circuit with two capacitors. One capacitor corresponds to the external sodium ion potential, and the other to the internal potassium ion potential. This cell body circuit is also used as a neural segment in an artificial axon. When linked by large resistors, these neural segments display many properties expected in a biological axon. SPICE simulations verify proposed circuit operation
Keywords
CMOS analogue integrated circuits; analogue processing circuits; circuit analysis computing; circuit feedback; neural chips; pulse generators; pulse shaping circuits; CMOS; SPICE simulations; artificial axon; capacitors; external sodium ion potential; internal potassium ion potential; neural networks; positive feedback circuit; pulse shaping; pulse train generation; pulse-coupled neuron cell; CMOS technology; Capacitors; Displays; Feedback circuits; Nerve fibers; Neural networks; Neurons; Pulse circuits; Resistors; SPICE;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.549031
Filename
549031
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