Search Results for author: Litao Qiao

Found 2 papers, 1 papers with code

Towards Explainable Automated Neuroanatomy

no code implementations8 Apr 2024 Kui Qian, Litao Qiao, Beth Friedman, Edward O'Donnell, David Kleinfeld, Yoav Freund

It is based on the automated recognition of interpretable features obtained by analyzing the shapes of cells.

Learning Accurate and Interpretable Decision Rule Sets from Neural Networks

1 code implementation4 Mar 2021 Litao Qiao, Weijia Wang, Bill Lin

Each neuron in the first layer directly maps to an interpretable if-then rule after training, and the output neuron in the second layer directly maps to a disjunction of the first-layer rules to form the decision rule set.

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