Fengshi Tian - RankMe

47 papers A* 2A 4C 12Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	36.6 A Sparsity-Aware Neural Interface with CIM-Based Predictive Focused Sampling for Hotspot Spike Tracking. ISSCC Hui Wu, Fengshi Tian, Jinbo Chen, Zhipeng Liao, Hongyong Zhang, Xing Liu, Wenjun Zou, Sirui Cheng, Zhao Zhang, Jianlong Xu, Chi-Ying Tsui, Kwang-Ting Tim Cheng, Jie Yang, Mohamad Sawan
2025	—	`conf`	A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation. ISSCC Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Luhong Liang, Yitong Zhou, Di Pang, Manto Yung, Dong Zhang, Xijie Huang, Shih-Yang Liu, Yongkun Wu, Fengshi Tian, Chi-Ying Tsui, Fengbin Tu, Kwang-Ting Cheng
2025	C	`conf`	A Flexible Precision Scaling Deep Neural Network Accelerator with Efficient Weight Combination. ISCAS Liang Zhao, Kunming Shao, Fengshi Tian, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui, Yi Zou
2025	J	`jnl`	A Flexible Precision Scaling Deep Neural Network Accelerator with Efficient Weight Combination. CoRR Liang Zhao, Kunming Shao, Fengshi Tian, Kwang-Ting Cheng, Chi-Ying Tsui, Yi Zou
2025	J	`jnl`	A Resource-Efficient Algorithm-Hardware Co-Design Toward Semi-Supervised Neurological Symptoms Prediction. IEEE Trans. Instrum. Meas. Shiqi Zhao, Shanjin Li, Di Wu, Fengshi Tian, Jie Yang, Mohamad Sawan
2025	C	`conf`	An Area-Efficient and Bit-Width Configurable Carry-Save Adder Tree for Spiking Transformers. ISCAS Chaoming Fang, Ziyang Shen, Fengshi Tian, Jie Yang, Mohamad Sawan
2025	J	`jnl`	An Energy-Efficient Unstructured Sparsity-Aware Deep SNN Accelerator With 3-D Computation Array. IEEE J. Solid State Circuits Chaoming Fang, Ziyang Shen, Zongsheng Wang, Chuanqing Wang, Shiqi Zhao, Fengshi Tian, Jie Yang, Mohamad Sawan
2025	C	`conf`	Analysis and Prevention of Coupling-Dependent Data Flipping in Series-Series Resonant Wireless Power Transfer Systems. ISCAS Yuan Yao, Sayan Sarkar, Fengshi Tian, Wing-Hung Ki, Chi-Ying Tsui, Yang Liu
2025	J	`jnl`	BioPI: An Energy Efficient and Low-Latency Neuromorphic Pipelined System With Joint Design Optimizations of Sensor-Algorithm-Processor for Wearable Healthcare. IEEE Trans. Circuits Syst. Artif. Intell. Fengshi Tian, Jinbo Chen, Jiakun Zheng, Hui Wu, Jingyu He, Xiaomeng Wang, Chaoming Fang, Yuan Yao, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Cheng
2025	J	`jnl`	BoostViT: Booth-Serial Skipping and Tunable Scaling for Vision Transformers. IEEE Trans. Circuits Syst. I Regul. Pap. Shiqi Zhao, Sibo Wang, Zhengjie Wang, Chaoming Fang, Fengshi Tian, Jinbo Chen, Changzeng Fu, Jie Yang, Mohamad Sawan
2025	A	`conf`	DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation. ISLPED Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2025	J	`jnl`	DIRC-RAG: Accelerating Edge RAG with Robust High-Density and High-Loading-Bandwidth Digital In-ReRAM Computation. CoRR Kunming Shao, Zhipeng Liao, Jiangnan Yu, Liang Zhao, Qiwei Li, Xijie Huang, Jingyu He, Fengshi Tian, Yi Zou, Xiaomeng Wang, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2025	—	`conf`	E-NPU: A 34~126nJ/Class Event-Driven Adaptive Neural SoC with Signal-Dynamics-Aware Feature Clustering and Multi-Model In-Memory Inference/Training for Personalized Medical Wearables. CICC Fengshi Tian, Jinbo Chen, Kunming Shao, Zilu Liu, Jiakun Zheng, Hui Wu, Chaoming Fang, Xiaomeng Wang, Ziyang Shen, Pingcheng Dong, Yuan Yao, Xuliang Wang, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Cheng
2025	C	`conf`	NeuroEye: A 54.59mW, 12200FPS Event-Driven Near-Sensor Eye-Tracking Processor with Pipelined Spatial-Temporal Spike-Streaming. ISCAS Jiakun Zheng, Fengshi Tian, Jinbo Chen, Chaoming Fang, Yuan Yao, Jie Yang, Mohamad Sawan, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2025	A	`conf`	SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis. DATE Kunming Shao, Fengshi Tian, Xiaomeng Wang, Jiakun Zheng, Jia Chen, Jingyu He, Hui Wu, Jinbo Chen, Xihao Guan, Yi Deng, Fengbin Tu, Jie Yang, Mohamad Sawan, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2024	—	`conf`	A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array. CICC Chaoming Fang, Ziyang Shen, Shiqi Zhao, Chuanqing Wang, Fengshi Tian, Jie Yang, Mohamad Sawan
2024	C	`conf`	A Low-Power Level-Crossing Analog-to-Spike Converter Intended for Neuromorphic Biomedical Applications. ISCAS Jinbo Chen, Hui Wu, Fengshi Tian, Qiming Hou, Siyu Lin, Jie Yang, Mohamad Sawan
2024	—	`conf`	A Neuron-Inspired 0.0032mm CICC Jinbo Chen, Hui Wu, Razieh Eskandari, Xing Liu, Siyu Lin, Qiming Hou, Fengshi Tian, Wenjun Zou, Jie Yang, Mohamad Sawan
2024	C	`conf`	Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture. ISCAS Chaoming Fang, Fengshi Tian, Jie Yang, Mohamad Sawan
2024	C	`conf`	BOLS: A Bionic Sensor-direct On-chip Learning System with Direct-Feedback-Through-Time for Personalized Wearable Health Monitoring. ISCAS Fengshi Tian, Jiakun Zheng, Jingyu He, Jinbo Chen, Xiaomeng Wang, Chaoming Fang, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Cheng
2024	J	`jnl`	HybMED: A Hybrid Neural Network Training Processor With Multi-Sparsity Exploitation for Internet of Medical Things. IEEE Trans. Biomed. Circuits Syst. Shiqi Zhao, Chuanqing Wang, Chaoming Fang, Fengshi Tian, Jie Yang, Mohamad Sawan
2024	—	`conf`	NeuroSORT: A Neuromorphic Accelerator for Spike-based Online and Real-time Tracking. AICAS Ziyang Shen, Xiaoxu Xie, Chaoming Fang, Fengshi Tian, Shunli Ma, Jie Yang, Mohamad Sawan
2024	A	`conf`	PhotonNTT: Energy-Efficient Parallel Photonic Number Theoretic Transform Accelerator. DATE Xianbin Li, Jiaqi Liu, Yuying Zhang, Yinyi Liu, Jiaxu Zhang, Chengeng Li, Shixi Chen, Yuxiang Fu, Fengshi Tian, Wei Zhang, Jiang Xu
2024	A	`conf`	ReSCIM: Variation-Resilient High Weight-Loading Bandwidth In-Memory Computation Based on Fine-Grained Hybrid Integration of Multi-Level ReRAM and SRAM Cells. ICCAD Xiaomeng Wang, Jingyu He, Kunming Shao, Jiakun Zheng, Fengshi Tian, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2024	J	`jnl`	SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis. CoRR Kunming Shao, Fengshi Tian, Xiaomeng Wang, Jiakun Zheng, Jia Chen, Jingyu He, Hui Wu, Jinbo Chen, Xihao Guan, Yi Deng, Fengbin Tu, Jie Yang, Mohamad Sawan, Kwang-Ting (Tim) Cheng, Chi-Ying Tsui
2023	J	`jnl`	A 137.5 TOPS/W SRAM Compute-in-Memory Macro with 9-b Memory Cell-Embedded ADCs and Signal Margin Enhancement Techniques for AI Edge Applications. CoRR Xiaomeng Wang, Fengshi Tian, Xizi Chen, Jiakun Zheng, Xuejiao Liu, Fengbin Tu, Jie Yang, Mohamad Sawan, Kwang-Ting Cheng, Chi-Ying Tsui
2023	J	`jnl`	A 510 $\mu$W 0.738-mm$^{2}$ 6.2-pJ/SOP Online Learning Multi-Topology SNN Processor With Unified Computation Engine in 40-nm CMOS. IEEE Trans. Biomed. Circuits Syst. Chaoming Fang, Chuanqing Wang, Shiqi Zhao, Fengshi Tian, Jie Yang, Mohamad Sawan
2023	—	`conf`	A Clockless Robust Bionic Spike Detector for Implantable Brain-Computer Interfaces. BioCAS Jinbo Chen, Xing Liu, Hui Wu, Fengshi Tian, Wenjun Zou, Mostafa Katebi, Razieh Eskandari, Jie Yang, Mohamad Sawan
2023	A*	`conf`	AutoDCIM: An Automated Digital CIM Compiler. DAC Jia Chen, Fengbin Tu, Kunming Shao, Fengshi Tian, Xiao Huo, Chi-Ying Tsui, Kwang-Ting Cheng
2023	—	`conf`	BIOS: A 40nm Bionic Sensor-defined 0.47pJ/SOP, 268.7TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare. ESSCIRC Fengshi Tian, Xiaomeng Wang, Jinbo Chen, Jiakun Zheng, Hui Wu, Xuejiao Liu, Fengbin Tu, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting (Tim) Cheng
2023	—	`conf`	Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System. AICAS Fengshi Tian, Xiaomeng Wang, Jinbo Chen, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting (Tim) Cheng
2023	A*	`conf`	Late Breaking Results: Weight Decay is ALL You Need for Neural Network Sparsification. DAC Xizi Chen, Rui Pan, Xiaomeng Wang, Fengshi Tian, Chi-Ying Tsui
2023	C	`conf`	NBSSN: A Neuromorphic Binary Single-Spike Neural Network for Efficient Edge Intelligence. ISCAS Ziyang Shen, Fengshi Tian, Jingwen Jiang, Chaoming Fang, Xiaoyong Xue, Jie Yang, Mohamad Sawan
2023	—	`conf`	NMBNN: Noise-Adaptive Memristive Bayesian Neural Network for Energy-Efficient Edge Health Care. BioCAS Hanrui Li, Fengshi Tian, Jie Yang, Mohamad Sawan, Nazek El-Atab
2023	—	`conf`	NOLS: A Near-sensor On-chip Learning System with Direct Feedback Alignment for Personalized Wearable Heart Health Monitoring. BioCAS Fengshi Tian, Shiqi Zhao, Jingyu He, Jinbo Chen, Xiaomeng Wang, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting (Tim) Cheng
2023	—	`conf`	NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector. AICAS Jinbo Chen, Hui Wu, Xing Liu, Razieh Eskandari, Fengshi Tian, Wenjun Zou, Chaoming Fang, Jie Yang, Mohamad Sawan
2023	—	`conf`	Novel Knowledge Distillation to Improve Training Accuracy of Spin-based SNN. AICAS Hanrui Li, Aijaz H. Lone, Fengshi Tian, Jie Yang, Mohamad Sawan, Nazek El-Atab
2023	—	`conf`	PN-TMS: Pruned Node-fusion Tree-based Multicast Scheme for Efficient Neuromorphic Systems. AICAS Ziyang Shen, Chaoming Fang, Fengshi Tian, Jie Yang, Mohamad Sawan
2023	—	`conf`	SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks. AICAS Jingyu He, Ziyang Shen, Fengshi Tian, Jinbo Chen, Jie Yang, Mohamad Sawan, Hsiang-Ting Chen, Paul Bogdan, Chi-Ying Tsui
2023	J	`jnl`	Tempo-CIM: A RRAM Compute-in-Memory Neuromorphic Accelerator With Area-Efficient LIF Neuron and Split-Train-Merged-Inference Algorithm for Edge AI Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. Jingwen Jiang, Keji Zhou, Jinhao Liang, Fengshi Tian, Chenyang Zhao, Jianguo Yang, Xiaoyong Xue, Xiaoyang Zeng
2022	C	`conf`	A Compact Online-Learning Spiking Neuromorphic Biosignal Processor. ISCAS Chaoming Fang, Ziyang Shen, Fengshi Tian, Jie Yang, Mohamad Sawan
2022	C	`conf`	An Event-Driven Compressive Neuromorphic System for Cardiac Arrhythmia Detection. ISCAS Jinbo Chen, Fengshi Tian, Jie Yang, Mohamad Sawan
2022	C	`conf`	NIMBLE: A Neuromorphic Learning Scheme and Memristor Based Computing-in-Memory Engine for EMG Based Hand Gesture Recognition. ISCAS Fengshi Tian, Jingwen Jiang, Jinhao Liang, Zhiyuan Zhang, Jiahe Shi, Chaoming Fang, Hui Wu, Xiaoyong Xue, Xiaoyang Zeng
2022	—	`conf`	Real-time Biosignal Recording and Machine-Learning Analysis System. AICAS Hanrui Li, Junzhe Wang, Shiqi Zhao, Fengshi Tian, Jie Yang, Mohamad Sawan
2022	—	`conf`	TAC-RAM: A 65nm 4Kb SRAM Computing-in-Memory Design with 57.55 TOPS/W supporting Multibit Matrix-Vector Multiplication for Binarized Neural Network. AICAS Xiaomeng Wang, Xuejiao Liu, Xianghong Hu, Xiaopeng Zhong, Xizi Chen, Yu Liu, Patrick Kong, Fengshi Tian, Chi-Ying Tsui
2021	C	`conf`	A New Neuromorphic Computing Approach for Epileptic Seizure Prediction. ISCAS Fengshi Tian, Jie Yang, Shiqi Zhao, Mohamad Sawan
2021	J	`jnl`	A New Neuromorphic Computing Approach for Epileptic Seizure Prediction. CoRR Fengshi Tian, Jie Yang, Shiqi Zhao, Mohamad Sawan