Timothy J. O’Shea - Concepedia

Author

Timothy J. O’Shea

Also Known As

Hoang, O'Shea, Timothy, O'Shea, Timothy J, O'Shea, Timothy J., T. O'Shea, Tim O'Shea, Timothy J O’Shea, Timothy J. O'Shea, Timothy J. Oshea, Timothy J. O’Shea

Publications

6.8K

Citations

H-Index

Concepts

All Affiliations

Virginia Tech Nokia (France)

About

Timothy J. O’Shea is an author at Virginia Tech specializing in engineering, signal processing, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	22	3.7K
2	Computer Science	14	18	3.3K
3	Computer Engineering	10	10	3K
4	Data Science	8	8	324
5	Education	1	1	16

Timothy J. O’Shea

Publications

5.1K

Citations

H-Index

Page 1

	Year	Citations
An Introduction to Deep Learning for the Physical Layer Timothy J. O’Shea, Jakob Hoydis IEEE Transactions on Cognitive Communications and Networking Artificial IntelligenceConvolutional Neural NetworkDeep Neural NetworksEngineeringMachine Learning	2017	2.8K
Over-the-Air Deep Learning Based Radio Signal Classification Timothy J. O’Shea, Tamoghna Roy, T. Charles Clancy IEEE Journal of Selected Topics in Signal Processing	2018	1.5K
Deep Learning Based MIMO Communications Timothy J. O’Shea, Tugba Erpek, T. Charles Clancy arXiv (Cornell University) Wireless CommunicationsWireless Mimo SystemsMimo SystemSpatial DiversityMachine Learning	2017	142
Physical layer deep learning of encodings for the MIMO fading channel Timothy J. O’Shea, Tugba Erpek, T. Charles Clancy Wireless CommunicationsWireless Mimo SystemsSpatial Multiplexing ModesMimo Fading ChannelMachine Learning	2017	99
Unsupervised representation learning of structured radio communication signals Timothy J. O’Shea, Johnathan Corgan, T. Charles Clancy Statistical Signal ProcessingEngineeringMachine LearningData SciencePattern Recognition	2016	94
An Introduction to Machine Learning Communications Systems. Timothy J. O’Shea, Jakob Hoydis arXiv (Cornell University) Wireless CommunicationsEngineeringCommunication EngineeringAdaptive CommunicationComputer Science	2017	84
Convolutional Radio Modulation Recognition Networks Timothy J. O’Shea, Johnathan Corgan, T. Charles Clancy arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningData ScienceFeature Learning	2016	54
Learning a Physical Layer Scheme for the MIMO Interference Channel Tugba Erpek, Timothy J. O’Shea, T. Charles Clancy Wireless CommunicationsMimo SystemEngineeringMimo Interference ChannelMultiuser Mimo	2018	50
End-to-end radio traffic sequence recognition with recurrent neural networks Timothy J. O’Shea, Seth Hitefield, Johnathan Corgan Sequence ModellingEngineeringMachine LearningData ScienceRecurrent Neural Network	2016	48
Recurrent Neural Radio Anomaly Detection Timothy J. O’Shea, T. Charles Clancy, Robert McGwier arXiv (Cornell University) Radio AnomaliesAnomaly DetectionMachine LearningData ScienceEngineering	2016	45

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