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@ARTICLE{Tan:837938,
author = {Tan, Zheng-Hua and Yin, Xue-Bing and Yang, Rui and Mi,
Shao-Bo and Jia, Chun-Lin and Guo, Xin},
title = {{P}avlovian conditioning demonstrated with neuromorphic
memristive devices},
journal = {Scientific reports},
volume = {7},
number = {1},
issn = {2045-2322},
address = {London},
publisher = {Nature Publishing Group},
reportid = {FZJ-2017-06699},
pages = {713},
year = {2017},
abstract = {Pavlovian conditioning, a classical case of associative
learning in a biological brain, is demonstrated using the
Ni/Nb-SrTiO3/Ti memristive device with intrinsic forgetting
properties in the framework of the asymmetric
spike-timing-dependent plasticity of synapses. Three basic
features of the Pavlovian conditioning, namely, acquisition,
extinction and recovery, are implemented in detail. The
effects of the temporal relation between conditioned and
unconditioned stimuli as well as the time interval between
individual training trials on the Pavlovian conditioning are
investigated. The resulting change of the response strength,
the number of training trials necessary for acquisition and
the number of extinction trials are illustrated. This work
clearly demonstrates the hardware implementation of the
brain function of the associative learning.},
cin = {ER-C-1},
ddc = {000},
cid = {I:(DE-Juel1)ER-C-1-20170209},
pnm = {143 - Controlling Configuration-Based Phenomena (POF3-143)},
pid = {G:(DE-HGF)POF3-143},
typ = {PUB:(DE-HGF)16},
UT = {WOS:000398545900031},
pubmed = {pmid:28386075},
doi = {10.1038/s41598-017-00849-7},
url = {https://juser.fz-juelich.de/record/837938},
}