NeuroCartography : Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks
Existing research on making sense of deep neural networks often focuses on neuron-level interpretation, which may not adequately capture the bigger picture of how concepts are collectively encoded by multiple neurons. We present Neurocartography, an interactive system that scalably summarizes and vi...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 1 vom: 29. Jan., Seite 813-823
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| 1. Verfasser: |
Park, Haekyu
(VerfasserIn) |
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| Weitere Verfasser: |
Das, Nilaksh,
Duggal, Rahul,
Wright, Austin P,
Shaikh, Omar,
Hohman, Fred,
Polo Chau, Duen Horng |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article
Research Support, U.S. Gov't, Non-P.H.S. |
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