Divide and Slide: Layer-Wise Refinement for Output Range Analysis of Deep Neural Networks



Huang, Chao ORCID: 0000-0002-9300-1787, Fan, Jiameng, Chen, Xin, Li, Wenchao and Zhu, Qi
(2020) Divide and Slide: Layer-Wise Refinement for Output Range Analysis of Deep Neural Networks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 39 (11). 3323 - 3335.

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Item Type: Article
Uncontrolled Keywords: Linear programming (LP), mixed-integer linear programming (MILP), neural networks, output range analysis, refinement
Divisions: Faculty of Science and Engineering > School of Electrical Engineering, Electronics and Computer Science
Depositing User: Symplectic Admin
Date Deposited: 22 Sep 2021 11:02
Last Modified: 29 Jul 2022 11:44
DOI: 10.1109/TCAD.2020.3013071
Related URLs:
URI: https://livrepository.liverpool.ac.uk/id/eprint/3137905