| 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 | 38 | 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 | 31 | 2020 |
| Toward matrix multiplication for deep learning inference on the Xilinx Versal J Lei, J Flich, ES Quintana-Ortí 2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023 | 7 | 2023 |
| 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 | 6 | 2022 |
| Learning automata based energy-efficient AI hardware design for IoT applications: Learning automata based AI hardware A Wheeldon, R Shafik, T Rahman, J Lei, A Yakovlev, OC Granmo Royal Society Publishing, 2020 | 4 | 2020 |
| 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 |
| Mapping Parallel Matrix Multiplication in GotoBLAS2 to the AMD Versal ACAP for Deep Learning J Lei, ES Quintana-Ortí Proceedings of the 4th Workshop on Performance and Energy Efficiency in …, 2024 | 2 | 2024 |
| GEMM-Like Convolution for Deep Learning Inference on the Xilinx Versal J Lei, H Martínez, J Flich, ES Quintana-Ortí International Conference on High Performance Computing, 593-604, 2023 | 2 | 2023 |
| Towards Benchmarking GNSS Algorithms on FPGA using SyDR A Grenier, HJ Damsgaard, J Lei, ES Quintana-Ortí, A Ometov, ES Lohan, ... 2023 International Conference on Localization and GNSS (ICL-GNSS), 1-7, 2023 | 1 | 2023 |
| A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning K Darshana Abeyrathna, OC Granmo, R Shafik, A Yakovlev, A Wheeldon, ... arXiv e-prints, arXiv: 2007.02114, 2020 | 1 | 2020 |
| Hard SyDR: A Benchmarking Environment for Global Navigation Satellite System Algorithms A Grenier, J Lei, HJ Damsgaard, ES Quintana-Ortí, A Ometov, ES Lohan, ... Sensors 24 (2), 409, 2024 | | 2024 |