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2024
MacLellan, Andrew and Crockett, Louise and Stewart, Robert (2024) RFSoC modulation classification with streaming CNN : data set generation & quantized-aware training. IEEE Open Journal of Circuits and Systems. ISSN 2644-1225
2023
MacLellan, Andrew and Crockett, Louise H. and Stewart, Robert W. (2023) Streaming Convolutional Neural Network FPGA architecture for RFSoC data converters. In: 21st IEEE Interregional New Circuit and Systems (NEWCAS) Conference, 2023-06-26 - 2023-06-28, John McIntyre Conference Centre.
Allan, Douglas and Atimati, Ehinomen and Barlee, Kenny W. and Brown, Lewis J. and Craig, James and Fitzpatrick, Graeme and Goldsmith, Joshua and Maclellan, Andrew and McLaughlin, Lewis D. and McTaggart, Blair and Nyasulu, Tawachi and Šiaučiulis, Marius and Crawford, David (2023) Software Defined Radio with Zynq Ultrascale+ RFSoC. Strathclyde Academic Media. ISBN 9780992978792
2022
MacLellan, Andrew and Crockett, Louise H. and Stewart, Robert W. (2022) Modulation classification for RFSoC showcasing streaming-CNN architectures. In: 2022 IEEE SPS - EURASIP Summer School, 2022-08-29 - 2022-09-02, Linköping University.
2019
Maclellan, Andrew and McLaughlin, Lewis and Crockett, Louise and Stewart, Robert W. (2019) FPGA accelerated deep learning radio modulation classification using MATLAB system objects & PYNQ. In: 29th International Conference on Field-Programmable Logic and Applications, 2019-09-09 - 2019-09-11, Barcelona Supercomputing Center and Universitat Politècnica de Catalunya.
Maclellan, Andrew and McLaughlin, Lewis and Crockett, Louise and Stewart, Robert W. (2019) FPGA accelerated deep learning radio modulation classification using MATLAB system objects & PYNQ. In: 29th International Conference on Field-Programmable Logic and Applications, 2019-09-09 - 2019-09-11, Barcelona Supercomputing Center and Universitat Politècnica de Catalunya.