Publications

This lists my publications and research of my PhD and other research to date.

Peer-Reviewed Journal Articles

Conference Proceedings and Papers

  • Garland, J. and Gregg D. (2019) ‘Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing’, Presented at HiPEAC 2019, the European Network of Excellence on High Performance and Embedded Architecture and Compilation Conference, 21-23 January 2019, Valencia, Spain – Presentation Slides
  • Garland, J. and Gregg D. (2017) ‘Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks’, Presented to the Science Foundation Ireland panel during their funding review – Presentation Slides

Book Chapters

  • Anderson, A; Garland, J; Wen, Y; Barabasz, B; Persand, K; Vasudevan, A; Gregg, D. (2019) Chapter 6, ‘Hardware and software performance in deep learning’ in ‘Many-Core Computing: Hardware and Software’, pp: 141-161, ISBN: 978-1-78561-582-5
  • Garland, J. and Gregg D. (2017) ‘Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks’, ACACES 2017 Poster Abstracts, 2017, pp. 53-56, HiPEAC, the European Network of Excellence on High Performance and Embedded Architecture and Compilation.

Peer Reviews

Poster(s)

  • Garland, J. and Gregg D. (2018) ‘Low Complexity Multiply Accumulate Units for Convolutional Neural Networks with Weight-Sharing, presented at HiPEAC, the European Network of Excellence on High Performance and Embedded Architecture and Compilation Conference, 21-23 January 2019, Valencia, Spain.
    • @PROCEEDINGS{HiPEAC2019POSTER, author = {{Garland}, J. and {Gregg}, D.}, title = “{Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing}”, publisher = “HiPEAC, the European Network of Excellence on High Performance and Embedded Architecture and Compilation”, year = 2019, month = January, day = 23}
  • Garland, J. and Gregg D. (2017) ‘Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks’, presented at the Thirteenth International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES 2017), 9-15 July 2017, Fiuggi, Italy.
    • @ARTICLE{ACACES2017POSTER, author = {{Garland}, J. and {Gregg}, D.}, title = “{Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks}”, publisher = “HiPEAC, the European Network of Excellence on High Performance and Embedded Architecture and Compilation ACACES 2017”, year = 2017, month = July, day = 12}

Magazines

M.Sc. Thesis

  • James Garland, ‘Structural Implementation of the CAN Communications Protocol Onto An ASIC Using VHDL ’, MSc Thesis, Department of Engineering, University of Central England, UK, December 1995.

Books

  • Stephen Farrell and Vinny Cahill. (2006) ‘Delay- and Disruption-Tolerant Networking’, ISBN: 1596930632.
    • Acknowledged by Stephen and Vinny in their book “Delay- and Disruption-Tolerant Networking” for the hardware research I assisted with when employed as a Research Assistant on the SeNDT Project at Trinity College Dublin, Ireland.

Past M.Sc. Research Supervision