| Learning automata based energy-efficient AI hardware design for IoT applications A Wheeldon, R Shafik, T Rahman, J Lei, A Yakovlev, OC Granmo Philosophical Transactions of the Royal Society A 378 (2182), 20190593, 2020 | 72 | 2020 |
| Low-Power Audio Keyword Spotting using Tsetlin Machines J Lei, T Rahman, R Shafik, A Wheeldon, A Yakovlev, OC Granmo, ... Journal of Low Power Electronics and Applications 11 (2), 18, 2021 | 37 | 2021 |
| From Arithmetic to Logic based AI: A Comparative Analysis of Neural Networks and Tsetlin Machine J Lei, A Wheeldon, R Shafik, A Yakovlev, OC Granmo 2020 27th IEEE International Conference on Electronics, Circuits and Systems …, 2020 | 30 | 2020 |
| Explainability and dependability analysis of learning automata based AI hardware R Shafik, A Wheeldon, A Yakovlev 2020 IEEE 26th International Symposium on On-Line Testing and Robust System …, 2020 | 30 | 2020 |
| A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning KD Abeyrathna, OC Granmo, R Shafik, A Yakovlev, A Wheeldon, J Lei, ... International Conference on Innovative Techniques and Applications of …, 2020 | 18 | 2020 |
| Low-Latency Asynchronous Logic Design for Inference at the Edge A Wheeldon, A Yakovlev, R Shafik, J Morris 2021 Design, Automation and Test in Europe Conference (DATE21), 370-373, 2021 | 13 | 2021 |
| Tsetlin Machine: A New Paradigm for Pervasive AI A Wheeldon, R Shafik, A Yakovlev, OC Granmo SCONA Workshop at Design, Automation and Test in Europe (DATE), 2020 | 13 | 2020 |
| Self-timed Reinforcement Learning using Tsetlin Machine A Wheeldon, A Yakovlev, R Shafik 2021 27th IEEE International Symposium on Asynchronous Circuits and Systems …, 2021 | 12 | 2021 |
| Self-timed, minimum latency circuits for the internet of things A Wheeldon, J Morris, D Sokolov, A Yakovlev Integration 69, 138-146, 2019 | 6 | 2019 |
| Data Booleanization for Energy Efficient On-Chip Learning using Logic Driven AI T Rahman, A Wheeldon, R Shafik, A Yakovlev, J Lei, OC Granmo, S Das 2022 International Symposium on the Tsetlin Machine (ISTM), 29-36, 2022 | 5 | 2022 |
| A multi‐step finite‐state automaton for arbitrarily deterministic Tsetlin Machine learning KD Abeyrathna, OC Granmo, R Shafik, L Jiao, A Wheeldon, A Yakovlev, ... Expert Systems 40 (4), e12836, 2023 | 3 | 2023 |
| A study on the clusterability of latent representations in image pipelines A Wheeldon, A Serb Frontiers in Neuroinformatics 17, 1074653, 2023 | 2 | 2023 |
| Power proportional adder design for Internet of Things in a 65 nm process A Wheeldon, J Morris, D Sokolov, A Yakovlev 2017 27th International Symposium on Power and Timing Modeling, Optimization …, 2017 | 2 | 2017 |
| Design of Event-Driven Tsetlin Machines Using Safe Petri Nets A Chan, A Wheeldon, R Shafik, A Yakovlev International Conference on Applications and Theory of Petri Nets and …, 2024 | 1 | 2024 |
| Introducing TRIM Automata for Tsetlin Machines S Maheshwari, T Rahman, A Wheeldon, R Shafik, A Yakovlev, F Xia 2023 International Symposium on the Tsetlin Machine (ISTM), 1-4, 2023 | 1 | 2023 |
| An FPGA Architecture for Online Learning using the Tsetlin Machine S Prescott, A Wheeldon, R Shafik, T Rahman, A Yakovlev, OC Granmo arXiv preprint arXiv:2306.01027, 2023 | 1 | 2023 |
| An Energy-Efficient Capacitive-RRAM Content Addressable Memory Y Pan, A Wheeldon, M Mughal, S Agwa, T Prodromakis, A Serb IEEE Transactions on Circuits and Systems I: Regular Papers, 2024 | | 2024 |
| An Energy-efficient Capacitive-Memristive Content Addressable Memory Y Pan, A Wheeldon, M Mughal, S Agwa, T Prodromakis, A Serb arXiv preprint arXiv:2401.09207, 2024 | | 2024 |
| Energy-frugal and Interpretable AI Hardware Design using Learning Automata R Shafik, T Rahman, A Wheeldon, OC Granmo, A Yakovlev arXiv preprint arXiv:2305.11928, 2023 | | 2023 |
| Integrated circuit design AR Wheeldon, JP Biggs, J Kufel US Patent 10,691,861, 2020 | | 2020 |
a yakovlevNewcastle UniversityAdresse e-mail validée de newcastle.ac.uk