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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Benchmarking Parallelism in Unikernels
Selvacoumar, A., Stewart, R. J., Loidl, H-W. & Soobhany, A. R., 1 Jul 2023, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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Accuracy Evaluation of Transposed Convolution-Based Quantized Neural Networks
Sestito, C., Perri, S. & Stewart, R. J., 30 Sept 2022, 2022 International Joint Conference on Neural Networks (IJCNN). IEEE, 9892671Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Citation (Scopus) -
Design-Space Exploration of Quantized Transposed Convolutional Neural Networks for FPGA-based Systems-on-Chip
Sestito, C., Perri, S. & Stewart, R. J., 13 Dec 2022, 2022 IEEE International Conference on Pervasive Intelligence and Computing (PiCom). Fortino, G., Gravina, R., Guerrieri, A. & Savaglio, C. (eds.). IEEE, 9927825Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Why Functional Program Synthesis Matters (In the Realm of Genetic Programming)
Garrow, F., Lones, M. A. & Stewart, R. J., 19 Jul 2022, GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, p. 1844–1853 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile30 Downloads (Pure) -
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 AccessFile7 Citations (Scopus)79 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 access dataset for "Verifying Parallel Dataflow Transformations with Model Checking and its Application to FPGAs"
Stewart, R. J. (Creator), Heriot-Watt University, 10 Sept 2019
DOI: 10.17861/85ff96b4-2c6b-4f58-8322-74f0ab45f684
Dataset
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Open dataset for "Parallel Mean Shift Accuracy and Performance Trade-Offs"
Stewart, R. J. (Contributor), Duncan, K. (Creator) & Michaelson, G. J. (Contributor), Heriot-Watt University, 24 May 2018
DOI: 10.17861/fd3ee9dd-dd6d-47f2-8b22-12e634cb6556
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 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