An unsupervised and probabilistic approach to Pavlov's dog experiment with OxRAM devices

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Title:	An unsupervised and probabilistic approach to Pavlov's dog experiment with OxRAM devices
Author:	Martin Martinez, Javier; Rodríguez Martínez, Rosana; Nafría i Maqueda, Montserrat; Pedro, Marta; Bargallo Gonzalez, Mireia; Campabadal, Francesca
Abstract:	In this work, a potential basis for implementing unsupervised associative learning in two or more memristors within neuromorphic architectures is proposed. The experimental demonstration is carried out by means of emulating the Pavlov's dog classical conditioning experiment with two OxRAM devices, in which the dependence of the probability of association on test parameters, such as the pulse amplitude, is studied.
Subject(s):	-Associative learning -Memristors -Neuromorphic -OxRAM
Rights:	open access Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. https://creativecommons.org/licenses/by-nc-nd/4.0/
Document type:	Article
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Uri:	https://ddd.uab.cat/record/249285