TrapezoidalNet: A new network architecture inspired from the numerical solution of ordinary differential equations

The architecture of deep neural networks is commonly determined via trial and error, resulting in inefficiency and a lack of architecture interpretability. Recent research shows that numerical solutions of ordinary differential equations have demonstrated great potential for designing network archit...

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Bibliographic Details
Main Authors: Haoyu Chu, Shikui Wei, Shunli Zhang, Yao Zhao
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016823007834