DocumentCode
1838309
Title
Integrated circuit implementation of a cortical neuron
Author
Wijekoon, Jayawan H B ; Dudek, Piotr
Author_Institution
Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester
fYear
2008
fDate
18-21 May 2008
Firstpage
1784
Lastpage
1787
Abstract
This paper presents an analogue integrated circuit implementation of a cortical neuron model. The VLSI chip prototype has been implemented in a 0.35 mum CMOS technology. The single neuron cell has a compact layout and very low energy consumption, in the range of 9 pJ per spike. Experimental results demonstrate the capability of the circuit to generate a realistic spike shape and a variety of spiking and bursting firing patterns. The models of various cortical neuron types are obtained in a single circuit, through the adjustment of two biasing voltages, making the circuit suitable for applications in reconfigurable neuromorphic devices that implement biologically plausible spiking neural networks.
Keywords
CMOS analogue integrated circuits; VLSI; neural nets; CMOS technology; VLSI chip prototype; analogue integrated circuit implementation; biasing voltages; biologically plausible spiking neural networks; bursting firing patterns; cortical neuron model; reconfigurable neuromorphic devices; single neuron cell; spiking firing patterns; Analog integrated circuits; CMOS technology; Energy consumption; Integrated circuit modeling; Integrated circuit technology; Neurons; Prototypes; Semiconductor device modeling; Shape; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
978-1-4244-1683-7
Electronic_ISBN
978-1-4244-1684-4
Type
conf
DOI
10.1109/ISCAS.2008.4541785
Filename
4541785
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