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8 p, 850.2 KB An unsupervised and probabilistic approach to Pavlov's dog experiment with OxRAM devices / Martin Martinez, Javier (Universitat Autònoma de Barcelona. Departament d'Enginyeria Electrònica) ; Rodríguez Martínez, Rosana (Universitat Autònoma de Barcelona. Departament d'Enginyeria Electrònica) ; Nafría i Maqueda, Montserrat (Universitat Autònoma de Barcelona. Departament d'Enginyeria Electrònica) ; Pedro, Marta (Universitat Autònoma de Barcelona. Departament d'Enginyeria Electrònica) ; Bargallo Gonzalez, Mireia (Institut de Microelectrònica de Barcelona) ; Campabadal, Francesca (Institut de Microelectrònica de Barcelona)
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.
2019 - 10.1016/j.mee.2019.111024
Microelectronic engineering, Vol. 215 (July 2019) , art. 111024  
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