DocumentCode
1942414
Title
A Biologically Plausible Neuron Circuit
Author
Dowrick, Thomas ; Hall, Steve ; McDaid, Liam ; Buiu, Octavian ; Kelly, Peter
Author_Institution
Univ. of Liverpool, Liverpool
fYear
2007
fDate
12-17 Aug. 2007
Firstpage
715
Lastpage
719
Abstract
A neuron circuit is presented which can mimic the operation of a spiking neuron cell. A current mirror configuration allows the temporal summing of synaptic inputs, which are subsequently stored as a charge packet on the gate of a CMOS inverter: the inverter is coupled to a second inverter and feedback is used to facilitate re-setting the cell after firing. Charge leakage from the gate of the inverter, via a reverse biased p-n junction, provides a membrane decay time constant comparable with what is observed in biological neurons. Breadboard experiments and simulation results are presented to demonstrate the functionality of the neuron circuit.
Keywords
CMOS integrated circuits; bioelectric phenomena; invertors; neural nets; CMOS inverter; biological neurons; biologically plausible neuron circuit; charge leakage; membrane decay time constant; reverse biased p-n junction; spiking neuron cell; synaptic inputs temporal summing; Biological neural networks; Biological system modeling; Brain modeling; Charge coupled devices; Circuits; Hardware; Inverters; Mirrors; Neurons; Signal generators;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2007. IJCNN 2007. International Joint Conference on
Conference_Location
Orlando, FL
ISSN
1098-7576
Print_ISBN
978-1-4244-1379-9
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2007.4371045
Filename
4371045
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