Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Why Functional Program Synthesis Matters (In the Realm of Genetic Programming)
Garrow, F., Lones, M. A. & Stewart, R. J., 25 Apr 2022, (Accepted/In press) Genetic and Evolutionary Computation Conference Companion (GECCO '22 Companion). Association for Computing MachineryResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 AccessFile5 Citations (SciVal)59 Downloads (Pure) -
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 AccessFile5 Citations (SciVal)17 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 AccessFile4 Citations (Scopus)67 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 AccessFile4 Citations (Scopus)23 Downloads (Pure)
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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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
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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 Acccess dataset for the paper "Accuracy Evalution of Transposed Convolution-Based Quantized Neural Networks", IJCNN 2022.
Sestito, C. (Creator), Perri, S. (Contributor) & Stewart, R. J. (Contributor), Heriot-Watt University, 13 May 2022
DOI: 10.17861/ff9ade61-38e2-4193-897b-a92df05aeae7
Dataset
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Open dataset for "RIPL: A Parallel Image Processing Language for FPGAs"
Stewart, R. J. (Creator), Heriot-Watt University, 3 Jan 2018
DOI: 10.17861/ca09418a-cbc2-4d28-98a1-746267a26f9d
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