Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks. - James Garland; David Gregg (IEEE Comput. Archit. Lett., 2017)

Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing. - James Garland; David Gregg (ACM Trans. Archit. Code Optim., 2018)

HOBFLOPS CNNs: Hardware Optimized Bitsliced Floating-Point Operations Convolutional Neural Networks. - James Garland; David Gregg (CoRR, 2020)

Metric Embedding Sub-discrimination Study. - Ryan Furlong; Vincent O'Brien; James Garland; Francisco Domínguez-Mateos (CoRR, 2021)

Low-precision Logarithmic Number Systems: Beyond Base-2. - Syed Asad Alam; James Garland; David Gregg (ACM Trans. Archit. Code Optim., 2021)

Deep-Learning-Based Defect Detection for Light Aircraft With Unmanned Aircraft Systems. - Luke Connolly; James Garland; Diarmuid O'Gorman; Edmond F. Tobin (IEEE Access, 2024)

Zero-shot Learning for Subdiscrimination in Pre-trained Models. - Francisco Domínguez-Mateos; Vincent O'Brien; James Garland; Ryan Furlong; Daniel Palacios-Alonso (J. Univers. Comput. Sci., 2025)