Amos Storkey

PROF

Personal Chair of Machine Learning & Artificial Intelligence, School of Informatics
Institute for Adaptive and Neural Computation
Data Science and Artificial Intelligence

Phone+44 (0) 131 651 1208
Emailamos@inf.ed.ac.uk
Websitehttp://homepages.inf.ed.ac.uk/amos/

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60 Conference contribution
21 Article
11 Poster
3 Chapter
More

BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget
Turner, J., Crowley, E., O'Boyle, M., Storkey, A. & Gray, G., 30 Apr 2020, Proceedings to the International Conference on Learning Representations 2020. p. 1-15 15 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs
Radu, V., Kaszyk, K., Wen, Y., Turner, J., Cano, J., Crowley, E., Franke, B., Storkey, A. & O'Boyle, M., 19 Mar 2020, 2019 IEEE International Symposium on Workload Characterization (IISWC). Orlando, FL, USA: Institute of Electrical and Electronics Engineers (IEEE), p. 24-34 11 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
Exploration by random network distillation
Burda, Y., Edwards, H., Storkey, A. & Klimov, O., 9 May 2019, 7th International Conference on Learning Representations (ICLR 2019). p. 1-17 17 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
How to train your MAML
Antoniou, A., Edwards, H. & Storkey, A., 2019. 11 p.
Research output: Contribution to conference › Paper › peer-review

Open Access
File
Large-Scale Study of Curiosity-Driven Learning
Burda, Y., Edwards, H., Pathak, D., Storkey, A., Darrell, T. & Efros, A. A., 9 May 2019, 7th International Conference on Learning Representations (ICLR 2019). p. 1-17 17 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File

3 Active
10 Finished

Human Brain Project Specific Grant Agreement 3
Armstrong, D. & Storkey, A.
EU government bodies
1/04/20 → 31/03/23
Project: Research
Development of deep learning for risk stratification in a population with diabetes and prediction of drug response in trials
Storkey, A.
Non-EU other
1/07/19 → 30/06/21
Project: Research
4DANTARCTICA Tender - ESA
Storkey, A.
EU other
1/06/19 → 31/05/22
Project: Research
Science for Society CryoSURF
Storkey, A.
EU other
1/05/19 → 30/11/20
Project: Research
Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning
Mair, G., Crowley, E., Storkey, A. & Wardlaw, J.
UK-based charities
4/03/19 → 31/10/20
Project: Research

A test-retest fMRI dataset for motor, language and spatial attention functions
Gorgolewski, K. J. (Creator), Storkey, A. (Creator), Bastin, M. (Creator), Whittle, I. (Creator), Wardlaw, J. (Creator) & Pernet, C. (Creator), GigaScience, 2013
DOI: 10.5524/100051, http://gigadb.org/dataset/100051
Dataset
CINIC-10 Is Not ImageNet or CIFAR-10
Crowley, E. J. (Creator), Storkey, A. (Creator), Antoniou, A. (Creator) & Darlow, L. N. (Creator), Edinburgh DataShare, 28 Sep 2018
DOI: 10.7488/ds/2448, https://arxiv.org/abs/1810.03505
Dataset

Christopher Clark and Amos Storkey apply new algorithms to ancient Chinese game 'Go'
Christopher Clark & Amos Storkey
15/12/14
2 items of Media coverage
Press/Media: Research
Amos Storkey comments on online gaming race between Google and Facebook
Amos Storkey
5/12/15
1 item of Media coverage
Press/Media: Expert Comment