Research output per year
Research output per year
Fingerprint
Dive into the research topics where Robert James Stewart is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Optimising Hardware Accelerated Neural Networks with Quantisation and a Knowledge Distillation Evolutionary Algorithm
Stewart, R. J., Nowlan, A., Bacchus, P., Ducasse, Q. & Komendantskaya, E., 5 Feb 2021, In: Electronics. 10, 4, 396.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Accuracy, Training Time and Hardware Efficiency Trade-Offs for Quantized Neural Networks on FPGAs
Bacchus, P., Stewart, R. & Komendantskaya, E., 2020, Applied Reconfigurable Computing. Architectures, Tools, and Applications: ARC 2020. Springer, p. 121-135 15 p. (Lecture Notes in Computer Science; vol. 12083).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile4 Citations (Scopus)1 Downloads (Pure) -
Relative Robustness of Quantized Neural Networks Against Adversarial Attacks
Duncan, K., Komendantskaya, E., Stewart, R. & Lones, M., 28 Sep 2020, 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 9207596. (International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Citation (Scopus)14 Downloads (Pure) -
YewPar: Skeletons for Exact Combinatorial Search
Archibald, B., Maier, P., Stewart, R. & Trinder, P., 25 Feb 2020, PPoPP '20: Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 292–307 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile2 Citations (Scopus)16 Downloads (Pure) -
Graphical Program Transformations for Embedded Systems
Stewart, R., Berthomieu, B., Garcia, P., Ibrahim, I., Michaelson, G. & Wallace, A., 8 Apr 2019, Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing. Association for Computing Machinery, p. 647-649 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus)
Datasets
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Dataset archive for "Profile Guided Dataflow Transformation for FPGAs & CPUs"
Stewart, R. J. (Creator), Heriot-Watt University, 29 Aug 2015
DOI: 10.17861/7925c541-42d9-4ded-9a01-5ac652d51353
Dataset
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Source code for "An Image Processing Language: External and Shallow/Deep Embeddings"
Stewart, R. J. (Creator), Heriot-Watt University, 26 Apr 2016
DOI: 10.17861/df180189-04c9-4ab1-aab6-688efa00b17b
Dataset
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Open dataset for "A Dataflow IR for Memory Efficient RIPL Compilation to FPGAs" in DLMCS 2016
Stewart, R. J. (Creator), Heriot-Watt University, 22 Feb 2017
DOI: 10.17861/283859ba-f53b-40b9-8202-2ee4e302bc0f
Dataset
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Open access dataset for "Verifying Parallel Dataflow Transformations with Model Checking and its Application to FPGAs"
Stewart, R. J. (Creator), Heriot-Watt University, 10 Sep 2019
DOI: 10.17861/85ff96b4-2c6b-4f58-8322-74f0ab45f684
Dataset
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Open dataset for "Replicable Parallel Branch and Bound Search"
Archibald, B. (Creator), Maier, P. (Creator), McCreesh, C. (Creator), Stewart, R. J. (Creator) & Trinder, P. (Creator), University Of Glasgow, 12 Jul 2017
DOI: 10.5525/gla.researchdata.442
Dataset
Activities
- 2 Editorial activity
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Association for Computing Machinery (Publisher)
Robert Stewart (Editor) & Gregory John Michaelson (Editor)
4 Feb 2017Activity: Publication peer-review and editorial work › Editorial activity
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Association for Computing Machinery (Publisher)
Robert Stewart (Editor) & Gregory John Michaelson (Editor)
12 Mar 2016Activity: Publication peer-review and editorial work › Editorial activity