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1 Ergebnisse
1
Verifying Binary Neural Networks on Continuous Input Space ..:
, In:
2023 IEEE/ACM 11th International Conference on Formal Methods in Software Engineering (FormaliSE)
,
Ivashchenko, Mykhailo
;
Choi, Sung Woo
;
Nguyen, Luan Viet
. - p. 7-17 , 2023
Link:
https://doi.org/10.1109/FormaliSE58978.2023.00009
RT T1
2023 IEEE/ACM 11th International Conference on Formal Methods in Software Engineering (FormaliSE)
: T1
Verifying Binary Neural Networks on Continuous Input Space using Star Reachability
UL https://suche.suub.uni-bremen.de/peid=ieee-10164712&Exemplar=1&LAN=DE A1 Ivashchenko, Mykhailo A1 Choi, Sung Woo A1 Nguyen, Luan Viet A1 Tran, Hoang-Dung YR 2023 SN 2575-5099 K1 Deep learning K1 Perturbation methods K1 Instruments K1 Stars K1 Microcomputers K1 Cyber-physical systems K1 Data structures K1 deep neural networks K1 binary neural networks K1 Neural Network Verification K1 Continuous Input Space K1 Sign Activation Function K1 Star Reachability K1 Exact Reachability Analysis K1 Overapproximate Reachability Analysis SP 7 OP 17 LK http://dx.doi.org/https://doi.org/10.1109/FormaliSE58978.2023.00009 DO https://doi.org/10.1109/FormaliSE58978.2023.00009 SF ELIB - SuUB Bremen
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