Visualizing complex feature interactions and feature sharing in genomic deep neural networks

BACKGROUND: Visualization tools for deep learning models typically focus on discovering key input features without considering how such low level features are combined in intermediate layers to make decisions. Moreover, many of these methods examine a network’s response to specific input examples th...

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Bibliographic Details
Main Authors: Liu, Ge, Zeng, Haoyang, Gifford, David K
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: BioMed Central 2020
Online Access:https://hdl.handle.net/1721.1/126253