دنبال کردن
Taylor T Johnson
Taylor T Johnson
Associate Professor, Computer Science, Vanderbilt University
ایمیل تأیید شده در vanderbilt.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Output reachable set estimation and verification for multilayer neural networks‏
W Xiang, HD Tran, TT Johnson‏
IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 29 (11 …, 2018‏
3632018
NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems‏
HD Tran, X Yang, DM Lopez, P Musau, LV Nguyen, W Xiang, S Bak, ...‏
32nd International Conference on Computer-Aided Verification (CAV), 2020‏
3162020
Detection of false-data injection attacks in cyber-physical DC microgrids‏
OA Beg, TT Johnson, A Davoudi‏
IEEE Transactions on industrial informatics 13 (5), 2693-2703, 2017‏
2932017
Star-Based Reachability Analysis of Deep Neural Networks‏
HD Tran, DM Lopez, P Musau, X Yang, LV Nguyen, W Xiang, TT Johnson‏
23rd International Symposium on Formal Methods (FM), 2019‏
2132019
Verification of Deep Convolutional Neural Networks Using ImageStars‏
HD Tran, S Bak, W Xiang, TT Johnson‏
32nd International Conference on Computer-Aided Verification (CAV), 2020‏
1512020
Improved Geometric Path Enumeration for Verifying ReLU Neural Networks‏
S Bak, HD Tran, K Hobbs, TT Johnson‏
32nd International Conference on Computer-Aided Verification (CAV), 2020‏
1472020
Safety Verification of Cyber-Physical Systems with Reinforcement Learning Control‏
HD Tran, F Cai, ML Diego, P Musau, TT Johnson, X Koutsoukos‏
ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-22, 2019‏
1472019
Reachable set computation and safety verification for neural networks with relu activations‏
W Xiang, HD Tran, TT Johnson‏
arXiv preprint arXiv:1712.08163, 2017‏
1332017
The second international verification of neural networks competition (vnn-comp 2021): Summary and results‏
S Bak, C Liu, T Johnson‏
arXiv preprint arXiv:2109.00498, 2021‏
1202021
Signal temporal logic-based attack detection in DC microgrids‏
OA Beg, LV Nguyen, TT Johnson, A Davoudi‏
IEEE Transactions on Smart Grid 10 (4), 3585-3595, 2018‏
1202018
Verification for machine learning, autonomy, and neural networks survey‏
W Xiang, P Musau, AA Wild, DM Lopez, N Hamilton, X Yang, J Rosenfeld, ...‏
arXiv preprint arXiv:1810.01989, 2018‏
1192018
HyST: A Source Transformation and Translation Tool for Hybrid Automaton Models‏
S Bak, S Bogomolov, TT Johnson‏
18th International Conference on Hybrid Systems: Computation and Control …, 2015‏
1172015
Real-Time Reachability for Verified Simplex Design‏
S Bak, TT Johnson, M Caccamo, L Sha‏
35th IEEE Real-Time Systems Symposium (RTSS), 2014‏
932014
Reachable set estimation for neural network control systems: A simulation-guided approach‏
W Xiang, HD Tran, X Yang, TT Johnson‏
IEEE Transactions on Neural Networks and Learning Systems 32 (5), 1821-1830, 2020‏
912020
Reachable Set Estimation and Verification for a Class of Piecewise Linear Systems with Neural Network Controllers‏
W Xiang, HD Tran, JA Rosenfeld, TT Johnson‏
80*2018
Output reachable set estimation for switched linear systems and its application in safety verification‏
W Xiang, HD Tran, TT Johnson‏
IEEE Transactions on Automatic Control 62 (10), 5380-5387, 2017‏
782017
First three years of the international verification of neural networks competition (VNN-COMP)‏
C Brix, MN Müller, S Bak, TT Johnson, C Liu‏
International Journal on Software Tools for Technology Transfer 25 (3), 329-339, 2023‏
772023
Reachability analysis and safety verification for neural network control systems‏
W Xiang, TT Johnson‏
arXiv preprint arXiv:1805.09944, 2018‏
762018
Event‐triggered control for continuous‐time switched linear systems‏
W Xiang, T T. Johnson‏
IET Control Theory & Applications 11 (11), 1694-1703, 2017‏
722017
Robust exponential stability and disturbance attenuation for discrete-time switched systems under arbitrary switching‏
W Xiang, HD Tran, TT Johnson‏
IEEE Transactions on Automatic Control 63 (5), 1450-1456, 2017‏
672017
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20