Internal and collective interpretation for improving human interpretability of multi-layered neural networks

The present paper aims to propose a new type of information-theoretic method to interpret the inference mechanism of neural networks. We interpret the internal inference mechanism for itself without any external methods such as symbolic or fuzzy rules. In addition, we make interpretation processes a...

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Bibliographic Details
Main Author: Ryotaro Kamimura
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2019-10-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
Online Access:http://ijain.org/index.php/IJAIN/article/view/420