Neural Networks, volume 21, issue 2-3, pages 524-534
Compact silicon neuron circuit with spiking and bursting behaviour
Publication type: Journal Article
Publication date: 2008-03-01
Artificial Intelligence
Cognitive Neuroscience
Abstract
A silicon neuron circuit that produces spiking and bursting firing patterns, with biologically plausible spike shape, is presented. The circuit mimics the behaviour of known classes of cortical neurons: regular spiking (RS), fast spiking (FS), chattering (CH) and intrinsic bursting (IB). The paper describes the operation of the circuit, provides simulation results, a simplified analytical model, and a phase-plane analysis of its behaviour. The functionality of the circuit has been verified experimentally. The paper introduces a proof-of-concept analogue integrated circuit, implemented in a 0.35 microm CMOS technology, and presents preliminary measurement results. The neuron cell provides an area and energy efficient implementation of the silicon cortical neuron, and could be used as a universal neuron circuit in VLSI neuromorphic networks that closely resemble the circuits of the cortex.
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Wijekoon J. H. B., Dudek P. Compact silicon neuron circuit with spiking and bursting behaviour // Neural Networks. 2008. Vol. 21. No. 2-3. pp. 524-534.
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Wijekoon J. H. B., Dudek P. Compact silicon neuron circuit with spiking and bursting behaviour // Neural Networks. 2008. Vol. 21. No. 2-3. pp. 524-534.
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TY - JOUR
DO - 10.1016/j.neunet.2007.12.037
UR - https://doi.org/10.1016/j.neunet.2007.12.037
TI - Compact silicon neuron circuit with spiking and bursting behaviour
T2 - Neural Networks
AU - Wijekoon, Jayawan H B
AU - Dudek, Piotr
PY - 2008
DA - 2008/03/01
PB - Elsevier
SP - 524-534
IS - 2-3
VL - 21
SN - 0893-6080
SN - 1879-2782
ER -
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@article{2008_Wijekoon,
author = {Jayawan H B Wijekoon and Piotr Dudek},
title = {Compact silicon neuron circuit with spiking and bursting behaviour},
journal = {Neural Networks},
year = {2008},
volume = {21},
publisher = {Elsevier},
month = {mar},
url = {https://doi.org/10.1016/j.neunet.2007.12.037},
number = {2-3},
pages = {524--534},
doi = {10.1016/j.neunet.2007.12.037}
}
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Wijekoon, Jayawan H. B., and Piotr Dudek. “Compact silicon neuron circuit with spiking and bursting behaviour.” Neural Networks, vol. 21, no. 2-3, Mar. 2008, pp. 524-534. https://doi.org/10.1016/j.neunet.2007.12.037.