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