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A Complex-Valued Oscillatory Neural Network for Storage and Retrieval of Multidimensional Aperiodic Signals

Recurrent neural networks with associative memory properties are typically based on fixed-point dynamics, which is fundamentally distinct from the oscillatory dynamics of the brain. There have been proposals for oscillatory associative memories, but here too, in the majority of cases, only binary pa...

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Detalles Bibliográficos
Autores principales: Biswas, Dipayan, Pallikkulath, Sooryakiran, Chakravarthy, V. Srinivasa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8181409/
https://www.ncbi.nlm.nih.gov/pubmed/34108869
http://dx.doi.org/10.3389/fncom.2021.551111