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Effectiveness of Biologically Inspired Neural Network Models in Learning and Patterns Memorization

Purpose: In this work, we propose an implementation of the Bienenstock–Cooper–Munro (BCM) model, obtained by a combination of the classical framework and modern deep learning methodologies. The BCM model remains one of the most promising approaches to modeling the synaptic plasticity of neurons, but...

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Detalles Bibliográficos
Autores principales: Squadrani, Lorenzo, Curti, Nico, Giampieri, Enrico, Remondini, Daniel, Blais, Brian, Castellani, Gastone
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141587/
https://www.ncbi.nlm.nih.gov/pubmed/35626566
http://dx.doi.org/10.3390/e24050682