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
Link To Document :
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