Recent & Selected Publications
- Brain-Inspried Chips and Neuromorphic Computing
1. F. Yang, et al. "CorTile: A Scalable Neuromorphic Processing Core for Cortical Simulation With Hybrid-Mode Router and TCAM." IEEE TCAS-I 2024.
2. H. Chu, et al. "A Neuromorphic Processing System with Spike-Driven SNN Processor for Wearable ECG Classification." IEEE TBioCAS 2022.
3. C. Liu, et al. "A Low-Power Hybrid-Precision Neuromorphic Processor With INT8 Inference and INT16 Online Learning in 40-nm CMOS." IEEE TCAS-I 2023.
4. C. Ding, et al, "A Hybrid-Mode On-Chip Router for the Large-Scale FPGA-Based Neuromorphic Platform," IEEE TCAS-I 2022.
5. D. Wang, et al. "A Memristor-Based Learning Engine for Synaptic Trace-Based Online Learning." IEEE TBioCAS 2023.
6. D. Wang, et al. "Scalable Multi-FPGA HPC Architecture for Associative Memory System." IEEE TBioCAS 2024.
7. J. Yang, et al. "A 40nm 0.05-1.4uJ/inference Sample-Wise-Adaptive Spiking Neural Network Processor with Dynamic Neuron-Pruning and Unstructured-Model-Aware Architecture." CICC 2025
8. A. Xiao, et al. "Spiking-HDC: a Spiking Neural Network Processor with HDC Classifier Enabling Transfer Learning ." IEEE ISCAS 2024
9. Y. Yan, et al. "Backpropagation With Sparsity Regularization for Spiking Neural Network Learning," Frontiers in Neuroscience 2022
10. D. Wang, et al. "Mapping the BCPNN Learning Rule to a Memristor Model," Frontiers in Neuroscience 2021.
11. D. Wang, et al. "FPGA-Based HPC for Associative Memory System." ASP-DAC 2024
12. H. Ji, et al. "A Communication-Aware and Resource-Efficient NoC-based Architecture for CNN Acceleration", EEE JETCAS 2024
13. J. Huang, et al. "A Reconfigurable Near-Sensor Processor for Anomaly Detection in Limb Prostheses." IEEE TBioCAS 2024
14. B. Huang, et al. " IECA: An In-Execution Configuration CNN Accelerator with 30.55 GOPS/mm2 Area Efficiency." IEEE TCAS-I 2021
15. J. Xu, et al. "ASLog: An Area-Efficient CNN Accelerator for Per-Channel Logarithmic Post-Training Quantization." TCAS-I 2023
16. D. Bao, et al. "A Wirelessly Powered UWB RFID Sensor Tag with Time-Domain Analog-to-Information Interface." IEEE JSSC 2018
17. Y. Huan, et al. "A 101.4 GOPS/W Reconfigurable and Scalable Control-Centric Embedded Processor for Domain-Specific Applications." IEEE TCAS-I 2016
18. S. Tan, et al. "Towards Efficient Eye Tracking in AR/VR Devices: A Near-Eye DVS-Based Processor for Real-time Gaze Estimation." IEEE TCAS-I 2025
19. Z. Yu, et al. "DuoQ: A DSP Utilization-aware and Outlier-free Quantization for FPGA-based LLMs Acceleration." DAC 2025
20. D. Ji, et al. "A Computation and Energy Efficient Hardware Architecture for SSL Acceleration." ASP-DAC 2025
- Edge AI Systems and AIoT Applications
21. Y. Jin, et al. "Edge-based Collaborative Training System for Artificial Intelligence-of-Things." IEEE TII 2022
22. Y. Yan, et al. "An IoT-Based Anti-Counterfeiting System Using Visual Features on QR Code." IEEE Internet of Things Journal, 2020
23. L. Gong, et al. "An IoT-Based Wearable Labor Progress Monitoring System for Remote Evaluation of Admission Time to Hospital." IEEE JBHI, 2023
24. L. Qian, et al. "MCU-Enabled Epileptic Seizure Detection System With Compressed Learning." IEEE Internet of Things Journal, 2023
25. Y. Chen, et al. "CDL-H: Cluster-Based Decentralized Learning With Heterogeneity-Aware Strategies for Industrial Internet of Things," IEEE Internet of Things Journal, 2025
Link to my Publication List from Google Scholar and DBLP