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Prof. Gunar Schirner
at Northeastern Univ, ECE Dept
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Author
Publications (4)
Proceedings Article | 7 June 2024 Poster + Paper
Utilizing terrain-generation to derive realistic channel models for automatic modulation recognition
Proceedings Volume 13035, 130351B (2024) https://doi.org/10.1117/12.3013507
KEYWORDS: Modulation, Quadrature amplitude modulation, Machine learning, Receivers
Proceedings Article | 7 June 2024 Poster + Paper
Distributed learning for automatic modulation recognition in bandwidth-limited networks
Narges Rashvand, Kenneth Witham, Gabriel Maldonado, Vinit Katariya, Aly Sultan, Gunar Schirner, Hamed Tabkhi
Proceedings Volume 13057, 130570X (2024) https://doi.org/10.1117/12.3013532
KEYWORDS: Artificial intelligence, Receivers, Modulation, Machine learning, Data modeling, Transmitters, Signal processing, Feature extraction, Deep learning
Proceedings Article | 7 June 2024 Poster + Paper
CAEN: efficient adversarial robustness with categorized ensemble of networks
Aly Sultan, Bruno Morais, Raksha Ramkumar, Mehrshad Zandigohar, Gunar Schirner
Proceedings Volume 13034, 130340K (2024) https://doi.org/10.1117/12.3013360
KEYWORDS: Education and training, Defense and security, Neural networks, Matrices, Statistical modeling, Adversarial training, Network architectures, Data modeling, Statistical analysis, Signal processing
Proceedings Article | 7 June 2024 Presentation + Paper
BSMO: enhancing multitask learning through batch swapping optimization
Zephaniah Spencer, Gunar Schirner, Hamed Tabkhi
Proceedings Volume 13034, 1303409 (2024) https://doi.org/10.1117/12.3013609
KEYWORDS: Mathematical optimization, Artificial intelligence, Computer vision technology, Convolutional neural networks
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