| Hardware implementation of deep network accelerators towards healthcare and biomedical applications MR Azghadi, C Lammie, JK Eshraghian, M Payvand, E Donati, ... IEEE Transactions on Biomedical Circuits and Systems 14 (6), 1138-1159, 2020 | 165 | 2020 |
| Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge. C Lammie, A Olsen, T Carrick, MR Azghadi IEEE Access 7, 51171-51184, 2019 | 107 | 2019 |
| MemTorch: An open-source simulation framework for memristive deep learning systems C Lammie, W Xiang, B Linares-Barranco, MR Azghadi Neurocomputing 485, 124-133, 2022 | 71 | 2022 |
| Efficient FPGA implementations of pair and triplet-based STDP for neuromorphic architectures C Lammie, TJ Hamilton, A van Schaik, MR Azghadi IEEE Transactions on Circuits and Systems I: Regular Papers 66 (4), 1558-1570, 2018 | 49 | 2018 |
| Game changers in science and technology-now and beyond UAK Betz, L Arora, RA Assal, H Azevedo, J Baldwin, MS Becker, ... Technological Forecasting and Social Change 193, 122588, 2023 | 48 | 2023 |
| Unsupervised Character Recognition with a Simplified FPGA Neuromorphic System C Lammie, T Hamilton, MR Azghadi Circuits and Systems (ISCAS), 2018 IEEE International Symposium on, 1-5, 2018 | 37 | 2018 |
| Memtorch: A simulation framework for deep memristive cross-bar architectures C Lammie, MR Azghadi 2020 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2020 | 34 | 2020 |
| Memristive stochastic computing for deep learning parameter optimization C Lammie, JK Eshraghian, WD Lu, MR Azghadi IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1650-1654, 2021 | 32 | 2021 |
| Seizure detection and prediction by parallel memristive convolutional neural networks C Li, C Lammie, X Dong, A Amirsoleimani, MR Azghadi, R Genov IEEE Transactions on Biomedical Circuits and Systems 16 (4), 609-625, 2022 | 24 | 2022 |
| Modeling and simulating in-memory memristive deep learning systems: An overview of current efforts C Lammie, W Xiang, MR Azghadi Array 13, 100116, 2022 | 20 | 2022 |
| Variation-aware binarized memristive networks C Lammie, O Krestinskaya, A James, MR Azghadi 2019 26th IEEE international conference on electronics, circuits and systems …, 2019 | 19 | 2019 |
| Towards memristive deep learning systems for real-time mobile epileptic seizure prediction C Lammie, W Xiang, MR Azghadi 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 18 | 2021 |
| Navigating local minima in quantized spiking neural networks JK Eshraghian, C Lammie, MR Azghadi, WD Lu 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 15 | 2022 |
| A deep learning localization method for measuring abdominal muscle dimensions in ultrasound images A Saleh, IH Laradji, C Lammie, D Vazquez, CA Flavell, MR Azghadi IEEE Journal of Biomedical and Health Informatics 25 (10), 3865-3873, 2021 | 15 | 2021 |
| Empirical metal-oxide RRAM device endurance and retention model for deep learning simulations C Lammie, MR Azghadi, D Ielmini Semiconductor Science and Technology 36 (6), 065003, 2021 | 15 | 2021 |
| Stochastic computing for low-power and high-speed deep learning on FPGA C Lammie, MR Azghadi 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 15 | 2019 |
| Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey T Zhang, MR Azghadi, C Lammie, A Amirsoleimani, R Genov Journal of Neural Engineering 20 (2), 021001, 2023 | 11 | 2023 |
| Using the IBM analog in-memory hardware acceleration kit for neural network training and inference M Le Gallo, C Lammie, J Büchel, F Carta, O Fagbohungbe, C Mackin, ... APL Machine Learning 1 (4), 2023 | 9 | 2023 |
| Accelerating deterministic and stochastic binarized neural networks on FPGAS using OpenCL C Lammie, W Xiang, MR Azghadi 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems …, 2019 | 9 | 2019 |
| Training progressively binarizing deep networks using FPGAs C Lammie, W Xiang, MR Azghadi 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 8 | 2020 |
Mostafa Rahimi AzghadiAssociate Professor, Electronics & Computer Engineering在 jcu.edu.au 的电子邮件经过验证
