Modeling and Experimental Demonstration of a Hopfield Network Analog-to-Digital Converter with Hybrid CMOS/Memristor Circuits

The purpose of this work was to demonstrate the feasibility of building recurrent artificial neural networks with hybrid complementary metal oxide semiconductor (CMOS)/memristor circuits. To do so, we modeled a Hopfield network implementing an analog-to-digital converter (ADC) with up to 8 bits of p...

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Detalles Bibliográficos
Autores principales: Guo, Xinjie, Merrikh-Bayat, Farnood, Gao, Ligang, Hoskins, Brian D., Alibart, Fabien, Linares-Barranco, Bernabe, Theogarajan, Luke, Teuscher, Christof, Strukov, Dmitri B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4689862/
https://www.ncbi.nlm.nih.gov/pubmed/26732664
http://dx.doi.org/10.3389/fnins.2015.00488

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