Activation-Based Cause Analysis Method for Neural Networks

As neural networks are ubiquitous in the real-world environment, we encounter a variety of situations in which neural network-based systems fail. To address these failures, we need to identify their root causes. However, due to the black-box nature of neural networks, it is considered a difficult ta...

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Bibliographic Details
Main Authors: Yong Gyun Kim, Hyung Il Koo
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9508954/