Підписатись
Tim O'Shea
Tim O'Shea
CTO/Founder, DeepSig
Підтверджена електронна адреса в vt.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
An Introduction to Deep Learning for the Physical Layer
TJ O'Shea, J Hoydis
IEEE Transactions on Cognitive Communications and Networking, 2017
31042017
Convolutional Radio Modulation Recognition Networks
TJ O'Shea, J Corgan, TC Clancy
Engineering Applications of Neural Networks: 17th International Conference …, 2016
16102016
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
15262018
Radio machine learning dataset generation with gnu radio
TJ O'shea, N West
Proceedings of the GNU radio conference 1 (1), 2016
7342016
Deep Architectures for Modulation Recognition
NE West, TJ O'Shea
IEEE International Symposium on Dynamic Spectrum Access Networks, 2017
5922017
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
4732007
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
3502016
Deep learning based MIMO communications
TJ O'Shea, T Erpek, TC Clancy
arXiv preprint arXiv:1707.07980, 2017
3172017
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
1732020
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
1612019
Processing of communications signals using machine learning
TJ O'shea, TC Clancy III
US Patent 11,032,014, 2021
1362021
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
1342018
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
1212016
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
1052016
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
1042017
Recurrent neural radio anomaly detection
TJ O'Shea, TC Clancy, RW McGwier
arXiv preprint arXiv:1611.00301, 2016
1042016
Processing of communications signals using machine learning
TJ O'shea, TC Clancy III
US Patent 10,396,919, 2019
1002019
Semi-supervised radio signal identification
TJ O'Shea, N West, M Vondal, TC Clancy
2017 19th International Conference on Advanced Communication Technology …, 2017
902017
Radio frequency band segmentation, signal detection and labelling using machine learning
N West, T Roy, TJ OShea, B Hilburn
US Patent App. 16/676,229, 2020
882020
Encoding and decoding of information for wireless transmission using multi-antenna transceivers
TJ O'shea, T Erpek
US Patent 10,305,553, 2019
862019
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