DocumentCode :
626840
Title :
An improved aVLSI axon with programmable delay using spike timing dependent delay plasticity
Author :
Runchun Wang ; Cohen, G. ; Hamilton, Tara J. ; Tapson, Jonathan ; van Schaik, Andre
Author_Institution :
MARCS Inst., Univ. of Western Sydney, Sydney, NSW, Australia
fYear :
2013
fDate :
19-23 May 2013
Firstpage :
1592
Lastpage :
1595
Abstract :
We present a voltage domain implementation of a programmable delay axon circuit together with measurements from it. It was designed to be a building block for a polychronous spiking neural network. The axonal delay can be programmed by presenting an input spike followed by a post-synaptic spike at the desired delay. An analogue memory was used to store this value. We also use spike timing dependent delay plasticity (STDDP) to reduce the errors in delay that result from the delay programming step. Measurements show that the proposed circuit is capable of learning and retaining delays in the range of 2 ms to 50 ms for many minutes.
Keywords :
VLSI; analogue storage; neural nets; plasticity; STDDP; aVLSI axon; analogue memory; delay programming step; polychronous spiking neural network; post-synaptic spike; programmable delay axon circuit; spike timing dependent delay plasticity; time 2 ms to 50 ms; voltage domain implementation; Biological neural networks; Delays; Generators; Nerve fibers; Programming; Switches; analogue VLSI; analogue memory; axonal propagation delay; spike timing dependent delay adaptation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
ISSN :
0271-4302
Print_ISBN :
978-1-4673-5760-9
Type :
conf
DOI :
10.1109/ISCAS.2013.6572165
Filename :
6572165
Link To Document :
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