Oliver M. Gordon

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

Multiclass Problems

Multi Class Classifiers

Microscope Images

Top Venues

Mach. Learn. Sci. Technol.

Publications

Steff Farley, Jo E. A. Hodgkinson, Oliver M. Gordon, Joanna Turner, Andrea Soltoggio, Philip J. Moriarty, Eugénie Hunsicker
Improving the segmentation of scanning probe microscope images using convolutional neural networks. Mach. Learn. Sci. Technol. 2 (1) (2021)
Oliver M. Gordon, Filipe L. Q. Junqueira, Philip J. Moriarty
Embedding human heuristics in machine-learning-enabled probe microscopy. Mach. Learn. Sci. Technol. 1 (1) (2020)
Oliver M. Gordon, Philip J. Moriarty
Machine learning at the (sub)atomic scale: next generation scanning probe microscopy. Mach. Learn. Sci. Technol. 1 (2) (2020)
Steff Farley, Jo E. A. Hodgkinson, Oliver M. Gordon, Joanna Turner, Andrea Soltoggio, Philip J. Moriarty, Eugénie Hunsicker
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks. CoRR (2020)
Oliver M. Gordon, Filipe L. Q. Junqueira, Philip J. Moriarty
Embedding Human Heuristics in Machine-Learning-Enabled Probe Microscopy. CoRR (2019)
Oliver M. Gordon, P. D'Hondt, L. Knijff, S. Freeney, Filipe L. Q. Junqueira, Philip J. Moriarty, I. Swart
Scanning Probe State Recognition With Multi-Class Neural Network Ensembles. CoRR (2019)