Explaining CNN and RNN Using Selective Layer-Wise Relevance Propagation

Deep learning has recently been applied to various artificial intelligence (AI) fields and has demonstrated excellent performance. However, several models based on deep learning encounter black-box problem that complicates the interpretation of the models and understand their predictions. This makes...

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Bibliographic Details
Main Authors: Yeon-Jee Jung, Seung-Ho Han, Ho-Jin Choi
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9320473/