Understanding the role of individual units in a deep neural network
Deep neural networks excel at finding hierarchical representations that solve complex tasks over large datasets. How can we humans understand these learned representations? In this work, we present network dissection, an analytic framework to systematically identify the semantics of individual hidde...
| Main Authors: | , , , , , |
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| Other Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
Proceedings of the National Academy of Sciences,
2021-03-29T21:05:50Z.
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| Subjects: | |
| Online Access: | Get fulltext |