Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical Inference

With the great success of convolutional neural networks (CNNs), interpretation of their internal network mechanism has been increasingly critical, while the network decision-making logic is still an open issue. In the bottom-up hierarchical logic of neuroscience, the decision-making process can be d...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 15., Seite 6701-6714
1. Verfasser: Wang, Dan (VerfasserIn)
Weitere Verfasser: Cui, Xinrui, Chen, Xun, Ward, Rabab, Wang, Z Jane
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article