Jeffrey M. Ede

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 14

Top Topics

Electron Microscopy

Top Venues

Mach. Learn. Sci. Technol.

Publications

Jeffrey M. Ede
Advances in Electron Microscopy with Deep Learning. CoRR (2021)
Jeffrey M. Ede
Deep learning in electron microscopy. Mach. Learn. Sci. Technol. 2 (1) (2021)
Jeffrey M. Ede
Adaptive partial scanning transmission electron microscopy with reinforcement learning. Mach. Learn. Sci. Technol. 2 (4) (2021)
Jeffrey M. Ede, Jonathan J. P. Peters, Jeremy Sloan, Richard Beanland
Exit Wavefunction Reconstruction from Single Transmisson Electron Micrographs with Deep Learning. CoRR (2020)
Jeffrey M. Ede
Review: Deep Learning in Electron Microscopy. CoRR (2020)
Jeffrey M. Ede
Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning. CoRR (2020)
Jeffrey M. Ede
Warwick Electron Microscopy Datasets. CoRR (2020)
Jeffrey M. Ede
Warwick electron microscopy datasets. Mach. Learn. Sci. Technol. 1 (4) (2020)
Jeffrey M. Ede, Richard Beanland
Adaptive learning rate clipping stabilizes learning. Mach. Learn. Sci. Technol. 1 (1) (2020)
Jeffrey M. Ede, Richard Beanland
Partial Scan Electron Microscopy with Deep Learning. CoRR (2019)
Jeffrey M. Ede
Deep Learning Supersampled Scanning Transmission Electron Microscopy. CoRR (2019)
Jeffrey M. Ede, Richard Beanland
Adaptive Learning Rate Clipping Stabilizes Learning. CoRR (2019)
Jeffrey M. Ede
Autoencoders, Kernels, and Multilayer Perceptrons for Electron Micrograph Restoration and Compression. CoRR (2018)
Jeffrey M. Ede
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder. CoRR (2018)