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2020 – today
- 2023
[c7]Neelanjana Pal
, Diego Manzanas Lopez, Taylor T. Johnson:
Robustness Verification of Deep Neural Networks Using Star-Based Reachability Analysis with Variable-Length Time Series Input. FMICS 2023: 170-188- [c6]Neelanjana Pal, Seojin Lee, Taylor T. Johnson:
Benchmark: Formal Verification of Semantic Segmentation Neural Networks. AISoLA 2023: 311-330 - [c5]Neelanjana Pal, Taylor T. Johnson:
Formal Verification of Long Short-Term Memory based Audio Classifiers: A Star based Approach. FMAS@iFM 2023: 162-179 - [i1]Neelanjana Pal, Diego Manzanas Lopez, Taylor T. Johnson:
Robustness Verification of Deep Neural Networks using Star-Based Reachability Analysis with Variable-Length Time Series Input. CoRR abs/2307.13907 (2023) - 2021
- [j2]Hoang-Dung Tran, Neelanjana Pal, Diego Manzanas Lopez, Patrick Musau, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Stanley Bak, Taylor T. Johnson:
Verification of piecewise deep neural networks: a star set approach with zonotope pre-filter. Formal Aspects Comput. 33(4-5): 519-545 (2021) - [c4]Hoang-Dung Tran, Neelanjana Pal, Patrick Musau, Diego Manzanas Lopez, Nathaniel Hamilton, Xiaodong Yang, Stanley Bak, Taylor T. Johnson:
Robustness Verification of Semantic Segmentation Neural Networks Using Relaxed Reachability. CAV (1) 2021: 263-286 - [c3]Neelanjana Pal, Taylor T. Johnson:
Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool. SNR 2021: 79-88
2010 – 2019
- 2019
- [c2]Neelanjana Pal, Purboday Ghosh, Gabor Karsai:
DeepECO: Applying Deep Learning for Occupancy Detection from Energy Consumption Data. ICMLA 2019: 1938-1943 - 2016
- [j1]Neelanjana Pal, Prajit Nandi, Riju Biswas, Ashvinkumar G. Katakwar:
Placement-Based Nonlinearity Reduction Technique for Differential Current-Steering DAC. IEEE Trans. Very Large Scale Integr. Syst. 24(1): 233-242 (2016) - 2015
- [c1]Areeb Ali, Neelanjana Pal, Peter M. Levine:
CMOS impedance spectroscopy sensor array with synchronous voltage-to-frequency converters. MWSCAS 2015: 1-4
Coauthor Index
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