Tim O'Shea
Tim O'Shea
Research Assistant Professor, Virginia Tech
Verified email at vt.edu - Homepage
Title
Cited by
Cited by
Year
An Introduction to Deep Learning for the Physical Layer
TJ O'Shea, J Hoydis
IEEE Transactions on Cognitive Communications and Networking, 2017
12912017
Convolutional Radio Modulation Recognition Networks
TJ O'Shea, J Corgan, TC Clancy
Engineering Applications of Neural Networks: 17th International Conference …, 2016
6282016
Over-the-air deep learning based radio signal classification
TJ O’Shea, T Roy, TC Clancy
IEEE Journal of Selected Topics in Signal Processing 12 (1), 168-179, 2018
4552018
Applications of machine learning to cognitive radio networks
C Clancy, J Hecker, E Stuntebeck, T O'Shea
Wireless Communications, IEEE 14 (4), 47-52, 2007
3912007
Deep Architectures for Modulation Recognition
NE West, TJ O'Shea
IEEE International Symposium on Dynamic Spectrum Access Networks, 2017
2252017
Radio machine learning dataset generation with gnu radio
TJ O'shea, N West
Proceedings of the GNU Radio Conference 1 (1), 2016
2112016
Deep learning based MIMO communications
TJ O'Shea, T Erpek, TC Clancy
arXiv preprint arXiv:1707.07980, 2017
1802017
Learning to communicate: channel auto-encoders, domain specific regularizers, and attention
TJ O'Shea, K Karra, TC Clancy
2016 IEEE International Symposium on Signal Processing and Information …, 2016
1662016
Physical layer communications system design over-the-air using adversarial networks
TJ O'Shea, T Roy, N West, BC Hilburn
2018 26th European Signal Processing Conference (EUSIPCO), 529-532, 2018
742018
Unsupervised representation learning of structured radio communication signals
TJ O'Shea, J Corgan, TC Clancy
2016 First International Workshop on Sensing, Processing and Learning for …, 2016
692016
Recurrent neural radio anomaly detection
TJ O'Shea, TC Clancy, RW McGwier
arXiv preprint arXiv:1611.00301, 2016
582016
Practical signal detection and classification in gnu radio
TJ O’shea, TC Clancy, HJ Ebeid
SDR forum technical conference (SDR), 2007
552007
Radio transformer networks: Attention models for learning to synchronize in wireless systems
TJ O'Shea, L Pemula, D Batra, TC Clancy
2016 50th Asilomar Conference on Signals, Systems and Computers, 662-666, 2016
542016
Approximating the void: Learning stochastic channel models from observation with variational generative adversarial networks
TJ O’Shea, T Roy, N West
2019 International Conference on Computing, Networking and Communications …, 2019
532019
Semi-supervised radio signal identification
TJ O'Shea, N West, M Vondal, TC Clancy
2017 19th International Conference on Advanced Communication Technology …, 2017
482017
Physical layer deep learning of encodings for the MIMO fading channel
TJ O'Shea, T Erpek, TC Clancy
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
462017
Learning approximate neural estimators for wireless channel state information
T O'Shea, K Karra, TC Clancy
2017 IEEE 27th international workshop on machine learning for signal …, 2017
442017
SIMD programming in GNURadio: Maintainable and user-friendly algorithm optimization with VOLK
T Rondeau, N McCarthy, T O’Shea
Conference on Communications Technologies and Software Defined Radio (SDR’12 …, 2012
392012
Architecture for an open-source cognitive radio
E Stuntebeck, T O’Shea, J Hecker, T Clancy
Proceedings of the SDR forum technical conference, 2006
392006
Deep learning for wireless communications
T Erpek, TJ O’Shea, YE Sagduyu, Y Shi, TC Clancy
Development and Analysis of Deep Learning Architectures, 223-266, 2020
332020
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