Special major 1, 3 satisfiability logic in discrete Hopfield neural networks

Special major 1, 3 satisfiability logic in discrete Hopfield neural networks

Currently, the discrete Hopfield neural network deals with challenges related to searching space and limited memory capacity. To address this issue, we propose integrating logical rules into the neural network to regulate neuron connections. This approach requires adopting a specific logic framework...

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Bibliographic Details
Main Authors: Gaeithry Manoharam, Azleena Mohd Kassim, Suad Abdeen, Mohd Shareduwan Mohd Kasihmuddin, Nur 'Afifah Rusdi, Nurul Atiqah Romli, Nur Ezlin Zamri, Mohd. Asyraf Mansor
Format: Article
Language:English
Published: AIMS Press 2024-03-01
Series:AIMS Mathematics
Subjects:
discrete hopfield neural network
major random 1
3 satisfiability
exhaustive search
third-order
first-order
benchmark neuron state
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2024591?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2024591?viewType=HTML

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