Publications (manually updated)
Yizhi Chen, Wenyao Zhu, Dejiu Chen, Omar Mohammed, Parthib Khound and Zhonghai Lu, "Impact of Image Sensor Input Faults on Pruned Neural Networks for Object Detection", accepted to DFTS 2024 (37th International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems).
Yizhi Chen, Wenyao Zhu, and Zhonghai Lu, "Travel Time-Based Task Mapping for NoC-Based DNN Accelerator", accepted to SAMOS 2024, International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation.
Y. Chen, W. Zhu, D. Chen and Z. Lu, "Online Image Sensor Fault Detection for Autonomous Vehicles," 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Penang, Malaysia, 2022, pp. 120-127, doi: 10.1109/MCSoC57363.2022.00028.
Y. Chen, Y. Nevarez, Z. Lu and A. Garcia-Ortiz, "Accelerating Non-Negative Matrix Factorization on Embedded FPGA with Hybrid Logarithmic Dot-Product Approximation," 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Penang, Malaysia, 2022, pp. 239-246, doi: 10.1109/MCSoC57363.2022.00070.
Yizhi Chen , A. Najafi and A. Garcia-Ortiz, "On the Effects of Data Distribution on Small-error Approximate Adders," 2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST) , 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200260.
W. Zhu, Y. Chen and Z. Lu, "Activation in Network for NoC-Based Deep Neural Network Accelerator," in 2024 International VLSI Symposium on Technology, Systems and Applications, VLSI TSA 2024 - Proceedings, 2024.
Nevarez, Y., Beering, A., Najafi, A., Najafi, A., Yu, W., Chen, Y., ... & Garcia-Ortiz, A. (2023). Cnn sensor analytics with hybrid-float6 quantization on low-power embedded FPGAs. IEEE Access, 11, 4852-4868.
Lu Z, Zhu W, Chen Y , et al. Wearable pressure sensing for lower limb amputees[C]//2022 IEEE Biomedical Circuits and Systems Conference (BioCAS). IEEE, 2022: 105-109.
Zhu W, Chen Y , Ko ST, et al. Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study[J]. Sensors, 2022, 22(9): 3103.
Update at 2024-07-22.
