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

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

<b>Purpose:</b> 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 plastic...

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Bibliographic Details
Main Authors: Lorenzo Squadrani, Nico Curti, Enrico Giampieri, Daniel Remondini, Brian Blais, Gastone Castellani
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Entropy
Subjects:
machine learning
neural networks
optimization
entropy
learning algorithm
Online Access:https://www.mdpi.com/1099-4300/24/5/682

Internet

https://www.mdpi.com/1099-4300/24/5/682

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