James Garland

According to our database, James Garland authored at least 8 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

2024

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

2021

Arbitrary Precision and Low Complexity Micro-Architectural Arithmetic Optimisations of Machine Learning Algorithms for Compute Bound and High-Performance Systems.

James Garland

PhD thesis, 2021

Low-precision Logarithmic Number Systems: Beyond Base-2.

Syed Asad Alam, James Garland, David Gregg

ACM Trans. Archit. Code Optim., 2021

Metric Embedding Sub-discrimination Study.

Ryan Furlong, Vincent O'Brien, James Garland, Francisco Domínguez-Mateos

CoRR, 2021

2020

HOBFLOPS CNNs: Hardware Optimized Bitsliced Floating-Point Operations Convolutional Neural Networks.

James Garland, David Gregg

CoRR, 2020

2018

Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing.

James Garland, David Gregg

ACM Trans. Archit. Code Optim., 2018

2017

Low Complexity Multiply Accumulate Unit for Weight-Sharing Convolutional Neural Networks.

James Garland, David Gregg

IEEE Comput. Archit. Lett., 2017