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A Symbolic Neural Network Representation and its Application to
  Understanding, Verifying, and Patching Networks

A Symbolic Neural Network Representation and its Application to Understanding, Verifying, and Patching Networks

17 August 2019
Matthew Sotoudeh
Aditya V. Thakur
ArXivPDFHTML

Papers citing "A Symbolic Neural Network Representation and its Application to Understanding, Verifying, and Patching Networks"

3 / 3 papers shown
Title
On Neural Network Equivalence Checking using SMT Solvers
On Neural Network Equivalence Checking using SMT Solvers
Charis Eleftheriadis
Nikolaos Kekatos
Panagiotis Katsaros
S. Tripakis
AAML
32
12
0
22 Mar 2022
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
251
1,842
0
03 Feb 2017
Safety Verification of Deep Neural Networks
Safety Verification of Deep Neural Networks
Xiaowei Huang
Marta Kwiatkowska
Sen Wang
Min Wu
AAML
183
933
0
21 Oct 2016
1