Structure optimization of prior-knowledge-guided neural networks

Prior-knowledge use in neural networks, for example, knowledge of a physical system, allows network training to be tailored to specific problems. Literature shows that prior-knowledge in neural network training enhances predictive performance. Research to date focuses on parametric optimization rath...

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Bibliographic Details
Main Authors: Atwya, M. (Author), Panoutsos, G. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2022
Subjects:
Online Access:View Fulltext in Publisher