A Unified Framework of Deep Neural Networks by Capsules

With the growth of deep learning, how to describe deep neural networks unifiedly is becoming an important issue. We first formalize neural networks mathematically with their directed graph representations, and prove a generation theorem about the induced networks of connected directed acyclic graphs...

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Veröffentlicht in:	arXiv.org 2018-05
Hauptverfasser:	Li, Yujian, Shan, Chuanhui
Format:	Artikel
Sprache:	eng
Schlagworte:	Graph representations Graph theory Graphical representations Machine learning Neural networks
Online-Zugang:	Volltext
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