Doctoral Training Partnership 2018-19 University of Strathclyde | MacLellan, Andrew

Stewart, Robert (Principal Investigator)
Crockett, Louise (Co-investigator)
MacLellan, Andrew (Research Co-investigator)

Electronic And Electrical Engineering

Project: Research Studentship - Internally Allocated

Status	Finished
Effective start/end date	1/10/18 → 15/09/25

Funding

EPSRC (Engineering and Physical Sciences Research Council): £15,275.00

1 Paper
1 Article

RFSoC modulation classification with streaming CNN: data set generation & quantized-aware training
MacLellan, A., Crockett, L. H. & Stewart, R. W., 6 Jan 2025, In: IEEE Open Journal of Circuits and Systems. 6, p. 38-49 12 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
2 Citations (Scopus)

69 Downloads (Pure)
Streaming Convolutional Neural Network FPGA architecture for RFSoC data converters
MacLellan, A., Crockett, L. H. & Stewart, R. W., 27 Jun 2023, p. 1-5. 5 p.
Research output: Contribution to conference › Paper › peer-review

Open Access
File
183 Downloads (Pure)

Data for: "Streaming-CNN Modulation Classification Demonstration"
MacLellan, A. (Creator), Crockett, L. H. (Supervisor) & Stewart, R. (Supervisor), University of Strathclyde, 26 Aug 2022
DOI: 10.15129/7af1b8b1-8566-460c-86f6-ad4815c4ea53
Dataset
DeepRFSoC: Dataset for Modulation Classification
MacLellan, A. (Creator), Crockett, L. H. (Supervisor) & Stewart, R. (Supervisor), University of Strathclyde, 2 May 2023
DOI: 10.15129/95f907fb-4cb2-4365-93ac-c36165053999, https://github.com/axdy/rfsoc_quant_amc
Dataset

1 Participation in conference

The 30th IEEE International Symposium on Field-Programmable Custom Computing Machines
MacLellan, A. (Speaker), Crockett, L. H. (Participant) & Stewart, R. (Participant)
16 May 2022
Activity: Presenting or Organising an Event › Participation in conference