| An end-to-end deep learning approach for epileptic seizure prediction Y Xu, J Yang, S Zhao, H Wu, M Sawan 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 80 | 2020 |
| Energy-efficient neural network for epileptic seizure prediction S Zhao, J Yang, M Sawan IEEE Transactions on Biomedical Engineering 69 (1), 401-411, 2021 | 70 | 2021 |
| Binary single-dimensional convolutional neural network for seizure prediction S Zhao, J Yang, Y Xu, M Sawan 2020 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2020 | 45 | 2020 |
| A new neuromorphic computing approach for epileptic seizure prediction F Tian, J Yang, S Zhao, M Sawan 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 30 | 2021 |
| A 0.99-to-4.38 uJ/class event-driven hybrid neural network processor for full-spectrum neural signal analyses S Zhao, J Yang, J Wang, C Fang, T Liu, S Zhang, M Sawan IEEE Transactions on Biomedical Circuits and Systems 17 (3), 598-609, 2023 | 18 | 2023 |
| A 510 W 0.738-mm 6.2-pJ/SOP Online Learning Multi-Topology SNN Processor With Unified Computation Engine in 40-nm CMOS C Fang, C Wang, S Zhao, F Tian, J Yang, M Sawan IEEE Transactions on Biomedical Circuits and Systems 17 (3), 507-520, 2023 | 14 | 2023 |
| Emerging energy-efficient biosignal-dedicated circuit techniques: A tutorial brief S Zhao, C Fang, J Yang, M Sawan IEEE Transactions on Circuits and Systems II: Express Briefs 69 (6), 2592-2597, 2022 | 14 | 2022 |
| NeuroCARE: A generic neuromorphic edge computing framework for healthcare applications F Tian, J Yang, S Zhao, M Sawan Frontiers in Neuroscience 17, 1093865, 2023 | 12 | 2023 |
| Real-time biosignal recording and machine-learning analysis system H Li, J Wang, S Zhao, F Tian, J Yang, M Sawan 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 11 | 2022 |
| Software-hardware co-design for energy-efficient continuous health monitoring via task-aware compression D Wu, S Zhao, J Yang, M Sawan IEEE Transactions on Biomedical Circuits and Systems 17 (2), 180-191, 2023 | 7 | 2023 |
| Tiny CNN for seizure prediction in wearable biomedical devices Y Zhang, Y Savaria, S Zhao, G Mordido, M Sawan, F Leduc-Primeau 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 6 | 2022 |
| A resource-efficient and data-restricted training method towards neurological symptoms prediction S Zhao, D Wu, J Yang, M Sawan 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 615-619, 2022 | 3 | 2022 |
| A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array C Fang, Z Shen, S Zhao, C Wang, F Tian, J Yang, M Sawan 2024 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2024 | 2 | 2024 |
| Precise and low-power closed-loop neuromodulation through algorithm-integrated circuit co-design J Yang, S Zhao, J Wang, S Lin, Q Hou, M Sawan Frontiers in Neuroscience 18, 1340164, 2024 | 2 | 2024 |
| An Event-driven Neural Signal Processor for Closed-loop Seizure Prediction J Wang, S Zhao, J Yang, M Sawan 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 2 | 2023 |
| HybMED: A Hybrid Neural Network Training Processor with Multi-Sparsity Exploitation for Internet of Medical Things S Zhao, C Wang, C Fang, F Tian, J Yang, M Sawan IEEE Transactions on Biomedical Circuits and Systems, 2024 | 1 | 2024 |
| An Energy-Efficient Unstructured Sparsity-Aware Deep SNN Accelerator With 3-D Computation Array C Fang, Z Shen, Z Wang, C Wang, S Zhao, F Tian, J Yang, M Sawan IEEE Journal of Solid-State Circuits, 2024 | | 2024 |
| NOLS: A Near-sensor On-chip Learning System with Direct Feedback Alignment for Personalized Wearable Heart Health Monitoring F Tian, S Zhao, J He, J Chen, X Wang, J Yang, M Sawan, CY Tsui, ... 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | | 2023 |
| Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine J Wang, S Zhao, C Fang, J Yang, M Sawan 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | | 2023 |
Mohamad SawanPolytechnique Montréal, Canada; Westlake University, China.Verified email at westlake.edu.cn
