Uncovering the Origins of Instability in Dynamical Systems: How Can the Attention Mechanism Help?

Uncovering the Origins of Instability in Dynamical Systems: How Can the Attention Mechanism Help?

The behavior of the network and its stability are governed by both dynamics of the individual nodes, as well as their topological interconnections. The attention mechanism as an integral part of neural network models was initially designed for natural language processing (NLP) and, so far, has shown...

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Bibliographic Details
Main Authors: Nooshin Bahador, Milad Lankarany
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Dynamics
Subjects:
attention mechanism
dynamical system
stability analysis
graph convolutional neural network
unstable nodes
Online Access:https://www.mdpi.com/2673-8716/3/2/13

Internet

https://www.mdpi.com/2673-8716/3/2/13

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