Deep Learning Methods for Improved Decoding of Linear Codes
Nachmani, Eliya, Marciano, Elad, Lugosch, Loren, Gross, Warren J., Burshtein, David, Be'ery, Yair
Published in IEEE journal of selected topics in signal processing (01.02.2018)
Published in IEEE journal of selected topics in signal processing (01.02.2018)
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Journal Article
Learning to decode linear codes using deep learning
Nachmani, Eliya, Be'ery, Yair, Burshtein, David
Published in 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2016)
Published in 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2016)
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Conference Proceeding
The Approximate Maximum-Likelihood Certificate
Goldenberg, Idan, Burshtein, David
Published in IEEE transactions on information theory (01.09.2013)
Published in IEEE transactions on information theory (01.09.2013)
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Journal Article
Polar Write Once Memory Codes
Burshtein, David, Strugatski, Alona
Published in IEEE transactions on information theory (01.08.2013)
Published in IEEE transactions on information theory (01.08.2013)
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Journal Article
Blind Channel Equalization Using Variational Autoencoders
Caciularu, Avi, Burshtein, David
Published in 2018 IEEE International Conference on Communications Workshops (ICC Workshops) (01.05.2018)
Published in 2018 IEEE International Conference on Communications Workshops (ICC Workshops) (01.05.2018)
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Conference Proceeding
Signal enhancement using beamforming and nonstationarity with applications to speech
Gannot, S., Burshtein, D., Weinstein, E.
Published in IEEE transactions on signal processing (01.08.2001)
Published in IEEE transactions on signal processing (01.08.2001)
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Journal Article
Semi-Supervised Variational Inference over Nonlinear Channels
Burshtein, David, Bery, Eli
Published in 2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (25.09.2023)
Published in 2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (25.09.2023)
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Conference Proceeding