A neuromorphic processing system with spike-driven SNN processor for wearable ECG classification H Chu, Y Yan, L Gan, H Jia, L Qian, Y Huan, L Zheng, Z Zou IEEE Transactions on Biomedical Circuits and Systems 16 (4), 511-523, 2022 | 35 | 2022 |
Enabling on-device classification of ECG with compressed learning for health IoT W Li, H Chu, B Huang, Y Huan, L Zheng, Z Zou Microelectronics Journal 115, 105188, 2021 | 20 | 2021 |
Backpropagation with sparsity regularization for spiking neural network learning Y Yan, H Chu, Y Jin, Y Huan, Z Zou, L Zheng Frontiers in Neuroscience 16, 760298, 2022 | 19 | 2022 |
IECA: An in-execution configuration CNN accelerator with 30.55 GOPS/mm² area efficiency B Huang, Y Huan, H Chu, J Xu, L Liu, L Zheng, Z Zou IEEE Transactions on Circuits and Systems I: Regular Papers 68 (11), 4672-4685, 2021 | 18 | 2021 |
Base-reconfigurable segmented logarithmic quantization and hardware design for deep neural networks J Xu, Y Huan, Y Jin, H Chu, LR Zheng, Z Zou Journal of Signal Processing Systems 92 (11), 1263-1276, 2020 | 13 | 2020 |
Graph-based spatio-temporal backpropagation for training spiking neural networks Y Yan, H Chu, X Chen, Y Jin, Y Huan, L Zheng, Z Zou 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 9 | 2021 |
A memory-efficient CNN accelerator using segmented logarithmic quantization and multi-cluster architecture J Xu, Y Huan, B Huang, H Chu, Y Jin, LR Zheng, Z Zou IEEE Transactions on Circuits and Systems II: Express Briefs 68 (6), 2142-2146, 2020 | 9 | 2020 |
TMR group coding method for optimized SEU and MBU tolerant memory design Y Jin, Y Huan, H Chu, Z Zou, L Zheng 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 6 | 2018 |
A neuromorphic processing system for low-power wearable ECG classification H Chu, H Jia, Y Yan, Y Jin, L Qian, L Gan, Y Huan, L Zheng, Z Zou 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2021 | 5 | 2021 |
Towards workload-balanced, live deep learning analytics for confidentiality-aware IoT medical platforms J Granados, H Chu, Z Zou, LR Zheng 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 5 | 2019 |
An ASIC Design of Multi-Electrode Digital Basket Catheter Systems with Reconfigurable Compressed Sampling H Chu, Y Huan, D Bao, B Källbäck, Y Qin, Z Zou, L Zheng 2018 31st IEEE International System-on-Chip Conference (SOCC), 124-129, 2018 | 4 | 2018 |
Hand gesture recognition using ir-uwb radar with spiking neural networks S Wang, Y Yan, H Chu, G Hu, Z Zhang, Z Zou, L Zheng 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 2 | 2022 |
A Low-Power Hybrid-Precision Neuromorphic Processor With INT8 Inference and INT16 Online Learning in 40-nm CMOS C Liu, Z Yang, X Zhang, Z Zhu, H Chu, Y Huan, LR Zheng, Z Zou IEEE Transactions on Circuits and Systems I: Regular Papers, 2023 | 1 | 2023 |
An AFE for Catheter-Based IEGM sensing with Inverter-based SAR ADC Y Zhao, H Chu, B Kallback, Y Qin, Z Zou, L Zheng 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and …, 2019 | 1 | 2019 |
Improved EEG Decoding Method Based on Spiking Neural Network for SSVEPs’ Classification Y He, Y Huang, Y Li, H Chu, L Zheng, N Ma, Y Huan 2023 International Conference on Neuromorphic Computing (ICNC), 291-296, 2023 | | 2023 |
An Energy-Efficient and Robust SNN Classifier for LC-ADC Sampled ECG Signals H Chu, Y Yan, Y Zhou, Z Zhu, Y Huan, L Zheng, Z Zou 2023 8th International Conference on Integrated Circuits and Microsystems …, 2023 | | 2023 |
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning J Xu, Y Zheng, F Li, D Stathis, R Shen, H Chu, A Lansner, LR Zheng, ... IEEE Transactions on Circuits and Systems II: Express Briefs, 2023 | | 2023 |