On the performance of a novel multi-hop packet relaying ad hoc cellular system. - Jie Yang 033; Zhaoyang Zhang 001; Zhen-zhou Tang (PIMRC, 2004)

A novel architecture of local memory for programmable SIMD vision chip. - Zhe Chen; Jie Yang 033; Cong Shi 003; Nanjian Wu (ASICON, 2013)

7.3 A 1000fps vision chip based on a dynamically reconfigurable hybrid architecture comprising a PE array and self-organizing map neural network. - Cong Shi 003; Jie Yang 033; Ye Han; Zhongxiang Cao; Qi Qin; Liyuan Liu; Nanjian Wu; Zhihua Wang 001 (ISSCC, 2014)

A massively parallel keypoint detection and description (MP-KDD) algorithm for high-speed vision chip. - Cong Shi 003; Jie Yang 033; Liyuan Liu; Nanjian Wu; ZhiHua Wang 001 (Sci. China Inf. Sci., 2014)

A high speed multi-level-parallel array processor for vision chips. - Cong Shi 003; Jie Yang 033; Nanjian Wu; ZhiHua Wang 001 (Sci. China Inf. Sci., 2014)

A 1000 fps Vision Chip Based on a Dynamically Reconfigurable Hybrid Architecture Comprising a PE Array Processor and Self-Organizing Map Neural Network. - Cong Shi 003; Jie Yang 033; Ye Han; Zhongxiang Cao; Qi Qin; Liyuan Liu; Nanjian Wu; Zhihua Wang 001 (IEEE J. Solid State Circuits, 2014)

A novel vision chip architecture for image recognition based on convolutional neural network. - Honglong Li; Zhongxing Zhang; Jie Yang 033; Liyuan Liu; Nanjian Wu (ASICON, 2015)

An efficient layered ABV methodology for vision system on chip based on heterogeneous parallel processors. - Victor Nshunguyimfura; Jie Yang 033; Liyuan Liu; Nanjian Wu (ASICON, 2015)

High-speed object detection based on a hierarchical parallel vision chip. - Zhongxing Zhang; Jie Yang 033; Honglong Li; Liyuan Liu; Jian Liu 021; Nanjian Wu (ASICON, 2015)

A fully-integrated 860-GHz CMOS terahertz sensor. - Zhao-yang Liu; Liyuan Liu; Jie Yang 033; Nanjian Wu (A-SSCC, 2015)

Multi-Scale histogram tone mapping algorithm enables better object detection in wide dynamic range images. - Jie Yang 033; Alain Horé; Ulian Shahnovich; Kenneth Lai; Svetlana N. Yanushkevich; Orly Yadid-Pecht (AVSS, 2017)

Multi-Scale histogram tone mapping algorithm for display of wide dynamic range images. - Jie Yang 033; Alain Horé; Ulian Shahnovich; Orly Yadid-Pecht (CAMSAP, 2017)

A performance evaluation method for infrared tracker. - Haichao Zheng; Jie Yang 033; Jianjun Chen (IVCNZ, 2017)

High-speed visual target tracking with mixed rotation invariant description and skipping searching. - Yongxing Yang; Jie Yang 033; Zhongxing Zhang; Liyuan Liu; Nanjian Wu (Sci. China Inf. Sci., 2017)

High-Speed Target Tracking System Based on a Hierarchical Parallel Vision Processor and Gray-Level LBP Algorithm. - Yongxing Yang; Jie Yang 033; Liyuan Liu; Nanjian Wu (IEEE Trans. Syst. Man Cybern. Syst., 2017)

A Heterogeneous Parallel Processor for High-Speed Vision Chip. - Jie Yang 033; Yongxing Yang; Zhe Chen; Liyuan Liu; Jian Liu 021; Nanjian Wu (IEEE Trans. Circuits Syst. Video Technol., 2018)

Deep Single Image Enhancer. - Mengchen Lin; Jie Yang 033; Orly Yadid-Pecht (AVSS, 2019)

An End-to-End Deep Learning Approach for Epileptic Seizure Prediction. - Yankun Xu; Jie Yang 033; Shiqi Zhao; Hemmings Wu; Mohamad Sawan (AICAS, 2020)

Binary Single-Dimensional Convolutional Neural Network for Seizure Prediction. - Shiqi Zhao; Jie Yang 033; Yankun Xu; Mohamad Sawan (ISCAS, 2020)

From Seizure Detection to Smart and Fully Embedded Seizure Prediction Engine: A Review. - Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2020)

Mantissa-Exponent-Based Tone Mapping for Wide Dynamic Range Image Sensors. - Jie Yang 033; Ulian Shahnovich; Orly Yadid-Pecht (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction. - Ziyu Wang; Jie Yang 033; Mohamad Sawan (AICAS, 2021)

A New Neuromorphic Computing Approach for Epileptic Seizure Prediction. - Fengshi Tian; Jie Yang 033; Shiqi Zhao; Mohamad Sawan (ISCAS, 2021)

WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range. - Ziyi Liu 008; Jie Yang 033; Mengchen Lin; Kenneth Kam Fai Lai; Svetlana N. Yanushkevich; Orly Yadid-Pecht (CoRR, 2021)

Deep Reformulated Laplacian Tone Mapping. - Jie Yang 033; Ziyi Liu 008; Mengchen Lin; Svetlana N. Yanushkevich; Orly Yadid-Pecht (CoRR, 2021)

Tone Mapping Based on Multi-scale Histogram Synthesis. - Jie Yang 033; Ziyi Liu 008; Ulian Shahnovich; Orly Yadid-Pecht (CoRR, 2021)

Mobile-end Tone Mapping based on Integral Image and Integral Histogram. - Jie Yang 033; Mengchen Lin; Ziyi Liu 008; Ulian Shahnovich; Orly Yadid-Pecht (CoRR, 2021)

LightFuse: Lightweight CNN based Dual-exposure Fusion. - Ziyi Liu 008; Jie Yang 033; Orly Yadid-Pecht (CoRR, 2021)

C2SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction. - Di Wu 057; Yi Shi; Ziyu Wang; Jie Yang 033; Mohamad Sawan (CoRR, 2021)

Real-time Biosignal Recording and Machine-Learning Analysis System. - Hanrui Li; Junzhe Wang; Shiqi Zhao; Fengshi Tian; Jie Yang 033; Mohamad Sawan (AICAS, 2022)

Towards Intelligent Noninvasive Closed-loop Neuromodulation Systems. - Jie Yang 033; Ning Li; Yun-Hsuan Chen; Mohamad Sawan (AICAS, 2022)

A 97 fJ/Conversion Neuron-ADC with Reconfigurable Sampling and Static Power Reduction. - Jinbo Chen; Hui Wu 010; Jie Yang 033; Mohamad Sawan (APCCAS, 2022)

Compact Power Front-end Management for Wireless Supply of Multi-voltages to Neuromodulators. - Feng Xia 001; Zhaoyang Zhang 001; Jie Yang 033; Mohamad Sawan (APCCAS, 2022)

A Power-Efficient Source-Follower Based Tunable Pseudo-RC Low-Pass Filter for Wearable Biomedical Applications. - Hui Wu 010; Xing Liu; Jie Yang 033; Mohamad Sawan (BioCAS, 2022)

A Resource-Efficient and Data-Restricted Training Method Towards Neurological Symptoms Prediction. - Shiqi Zhao; Di Wu 057; Jie Yang 033; Mohamad Sawan (BioCAS, 2022)

An Event-Driven Compressive Neuromorphic System for Cardiac Arrhythmia Detection. - Jinbo Chen; Fengshi Tian; Jie Yang 033; Mohamad Sawan (ISCAS, 2022)

A Compact Online-Learning Spiking Neuromorphic Biosignal Processor. - Chaoming Fang; Ziyang Shen; Fengshi Tian; Jie Yang 033; Mohamad Sawan (ISCAS, 2022)

Towards Task-aware Signal Compression for Efficient Continuous Health Monitoring. - Di Wu 057; Jie Yang 033; Mohamad Sawan (ISCAS, 2022)

Compact Closed-loop EEG/fNIRS Recording and TMS Neuromodulation System. - Ning Li; Jie Yang 033; Mohamad Sawan (NEWCAS, 2022)

Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation. - Di Wu 057; Jie Yang 033; Mohamad Sawan (CoRR, 2022)

neuro2vec: Masked Fourier Spectrum Prediction for Neurophysiological Representation Learning. - Di Wu 057; Siyuan Li 002; Jie Yang 033; Mohamad Sawan (CoRR, 2022)

Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond. - Di Wu 057; Jie Yang 033; Mohamad Sawan (CoRR, 2022)

Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures. - Yankun Xu; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Eng., 2022)

Energy-Efficient Neural Network for Epileptic Seizure Prediction. - Shiqi Zhao; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Eng., 2022)

Recent Trends and Future Prospects of Neural Recording Circuits and Systems: A Tutorial Brief. - Jinbo Chen; Mahdi Tarkhan; Hui Wu 010; Fereidoon Hashemi Noshahr; Jie Yang 033; Mohamad Sawan (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Emerging Energy-Efficient Biosignal-Dedicated Circuit Techniques: A Tutorial Brief. - Shiqi Zhao; Chaoming Fang; Jie Yang 033; Mohamad Sawan (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses. - Chuanqing Wang; Jie Yang 033; Mohamad Sawan (IEEE J. Biomed. Health Informatics, 2022)

Trends and Challenges of Processing Measurements from Wearable Devices Intended for Epileptic Seizure Prediction. - Yankun Xu; Jie Yang 033; Mohamad Sawan (J. Signal Process. Syst., 2022)

NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector. - Jinbo Chen; Hui Wu 010; Xing Liu; Razieh Eskandari; Fengshi Tian; Wenjun Zou; Chaoming Fang; Jie Yang 033; Mohamad Sawan (AICAS, 2023)

SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks. - Jingyu He; Ziyang Shen; Fengshi Tian; Jinbo Chen; Jie Yang 033; Mohamad Sawan; Hsiang-Ting Chen; Paul Bogdan; Chi-Ying Tsui (AICAS, 2023)

Novel Knowledge Distillation to Improve Training Accuracy of Spin-based SNN. - Hanrui Li; Aijaz H. Lone; Fengshi Tian; Jie Yang 033; Mohamad Sawan; Nazek El-Atab (AICAS, 2023)

PN-TMS: Pruned Node-fusion Tree-based Multicast Scheme for Efficient Neuromorphic Systems. - Ziyang Shen; Chaoming Fang; Fengshi Tian; Jie Yang 033; Mohamad Sawan (AICAS, 2023)

Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System. - Fengshi Tian; Xiaomeng Wang; Jinbo Chen; Jie Yang 033; Mohamad Sawan; Chi-Ying Tsui; Kwang-Ting (Tim) Cheng (AICAS, 2023)

Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine. - Junzhe Wang; Shiqi Zhao; Chaoming Fang; Jie Yang 033; Mohamad Sawan (AICAS, 2023)

A Clockless Robust Bionic Spike Detector for Implantable Brain-Computer Interfaces. - Jinbo Chen; Xing Liu; Hui Wu 010; Fengshi Tian; Wenjun Zou; Mostafa Katebi; Razieh Eskandari; Jie Yang 033; Mohamad Sawan (BioCAS, 2023)

NMBNN: Noise-Adaptive Memristive Bayesian Neural Network for Energy-Efficient Edge Health Care. - Hanrui Li; Fengshi Tian; Jie Yang 033; Mohamad Sawan; Nazek El-Atab (BioCAS, 2023)

A Sparsity-Adapted Hardware Implementation of SNN for Cortical Spike Trains Decoding. - Tuoru Li; Jie Yang 033; Tengjun Liu; Shurong Dong; Chaoming Fang; Weidong Chen; Shaomin Zhang (BioCAS, 2023)

NOLS: A Near-sensor On-chip Learning System with Direct Feedback Alignment for Personalized Wearable Heart Health Monitoring. - Fengshi Tian; Shiqi Zhao; Jingyu He; Jinbo Chen; Xiaomeng Wang; Jie Yang 033; Mohamad Sawan; Chi-Ying Tsui; Kwang-Ting (Tim) Cheng (BioCAS, 2023)

An Event-driven Neural Signal Processor for Closed-loop Seizure Prediction. - Junzhe Wang; Shiqi Zhao; Jie Yang 033; Mohamad Sawan (BioCAS, 2023)

Task-aware Compression for Wearable Sensor Data. - Di Wu 057; Jie Yang 033; Mohamad Sawan (BioCAS, 2023)

Wireless Data Transceivers for Brain-machine Interfaces. - Wenjun Zou; Razieh Eskandari; Xing Liu; Jinbo Chen; Jie Yang 033; Mohamad Sawan (BioCAS, 2023)

BIOS: A 40nm Bionic Sensor-defined 0.47pJ/SOP, 268.7TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare. - Fengshi Tian; Xiaomeng Wang; Jinbo Chen; Jiakun Zheng; Hui Wu 010; Xuejiao Liu; Fengbin Tu; Jie Yang 033; Mohamad Sawan; Chi-Ying Tsui; Kwang-Ting (Tim) Cheng (ESSCIRC, 2023)

NBSSN: A Neuromorphic Binary Single-Spike Neural Network for Efficient Edge Intelligence. - Ziyang Shen; Fengshi Tian; Jingwen Jiang; Chaoming Fang; Xiaoyong Xue; Jie Yang 033; Mohamad Sawan (ISCAS, 2023)

Deep Learning for Short-Latency Epileptic Seizure Detection with Probabilistic Classification. - Yankun Xu; Jie Yang 033; Wenjie Ming; Shuang Wang; Mohamad Sawan (CoRR, 2023)

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. - Xiaomeng Wang; Fengshi Tian; Xizi Chen; Jiakun Zheng; Xuejiao Liu; Fengbin Tu; Jie Yang 033; Mohamad Sawan; Kwang-Ting Cheng; Chi-Ying Tsui (CoRR, 2023)

READS-V: Real-time Automated Detection of Epileptic Seizures from Surveillance Videos via Skeleton-based Spatiotemporal ViG. - Yankun Xu; Jie Yang 033; Wenjie Ming; Shuang Wang; Mohamad Sawan (CoRR, 2023)

Software-Hardware Co-Design for Energy-Efficient Continuous Health Monitoring via Task-Aware Compression. - Di Wu 057; Shiqi Zhao; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2023)

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. - Chaoming Fang; Chuanqing Wang; Shiqi Zhao; Fengshi Tian; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2023)

A 0.99-to-4.38 uJ/class Event-Driven Hybrid Neural Network Processor for Full-Spectrum Neural Signal Analyses. - Shiqi Zhao; Jie Yang 033; Junzhe Wang; Chaoming Fang; Tengjun Liu; Shaomin Zhang; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2023)

SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses. - Chuanqing Wang; Chaoming Fang; Yong Zou; Jie Yang 033; Mohamad Sawan (Neural Networks, 2023)

An Energy-Efficient Small-Area Configurable Analog Front-End Interface for Diverse Biosignals Recording. - Hui Wu 010; Jinbo Chen; Xing Liu; Wenjun Zou; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2023)

Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea. - Fen Xia; Hanrui Li; Yixi Li; Xing Liu; Yankun Xu; Chaoming Fang; Qiming Hou; Siyu Lin; Zhao Zhang; Jie Yang 033; Mohamad Sawan (Sensors, 2023)

NeuroSORT: A Neuromorphic Accelerator for Spike-based Online and Real-time Tracking. - Ziyang Shen; Xiaoxu Xie; Chaoming Fang; Fengshi Tian; Shunli Ma; Jie Yang 033; Mohamad Sawan (AICAS, 2024)

A Reconfigurable RF Energy Harvesting Front-end Interface for Biomedical Applications. - Xing Liu; Wenjun Zou; Hui Wu 010; Jinbo Chen; Jie Yang 033; Mohamad Sawan (BioCAS, 2024)

Live Demonstration: Low-energy Unstructured Sparsity-aware Spiking Attention and Convolution SNN Accelerator. - Junzhe Wang; Chaoming Fang; Ziyang Shen; Jie Yang 033; Mohamad Sawan (BioCAS, 2024)

A 34 μW and 3.4 pJ/b IR-UWB Transmitter Featuring Spectrum Tunability for Brain-Machine Interfaces. - Wenjun Zou; Razieh Eskandari; Xing Liu; Jinbo Chen; Yijun Ye; Hui Wu 010; Jie Yang 033; Mohamad Sawan (BioCAS, 2024)

A Neuron-Inspired 0.0032mm2-1.38μW/Ch Wireless Implantable Neural Interface with Direct Multiplexing Front-End and Event-Driven Spike Detection and Transmission. - Jinbo Chen; Hui Wu 010; Razieh Eskandari; Xing Liu; Siyu Lin; Qiming Hou; Fengshi Tian; Wenjun Zou; Jie Yang 033; Mohamad Sawan (CICC, 2024)

A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array. - Chaoming Fang; Ziyang Shen; Shiqi Zhao; Chuanqing Wang; Fengshi Tian; Jie Yang 033; Mohamad Sawan (CICC, 2024)

VSViG: Real-Time Video-Based Seizure Detection via Skeleton-Based Spatiotemporal ViG. - Yankun Xu; Junzhe Wang; Yun-Hsuan Chen; Jie Yang 033; Wenjie Ming; Shuang Wang; Mohamad Sawan (ECCV (82), 2024)

Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses. - Chuanqing Wang; Di Wu 057; Chaoming Fang; Jie Yang 033; Mohamad Sawan (ICLR, 2024)

A Low-Power Level-Crossing Analog-to-Spike Converter Intended for Neuromorphic Biomedical Applications. - Jinbo Chen; Hui Wu 010; Fengshi Tian; Qiming Hou; Siyu Lin; Jie Yang 033; Mohamad Sawan (ISCAS, 2024)

Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture. - Chaoming Fang; Fengshi Tian; Jie Yang 033; Mohamad Sawan (ISCAS, 2024)

BOLS: A Bionic Sensor-direct On-chip Learning System with Direct-Feedback-Through-Time for Personalized Wearable Health Monitoring. - Fengshi Tian; Jiakun Zheng; Jingyu He; Jinbo Chen; Xiaomeng Wang; Chaoming Fang; Jie Yang 033; Mohamad Sawan; Chi-Ying Tsui; Kwang-Ting Cheng (ISCAS, 2024)

Shorter latency of real-time epileptic seizure detection via probabilistic prediction. - Yankun Xu; Jie Yang 033; Wenjie Ming; Shuang Wang; Mohamad Sawan (Expert Syst. Appl., 2024)

HybMED: A Hybrid Neural Network Training Processor With Multi-Sparsity Exploitation for Internet of Medical Things. - Shiqi Zhao; Chuanqing Wang; Chaoming Fang; Fengshi Tian; Jie Yang 033; Mohamad Sawan (IEEE Trans. Biomed. Circuits Syst., 2024)

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. - Fengshi Tian; Jinbo Chen; Kunming Shao; Zilu Liu; Jiakun Zheng; Hui Wu 010; Chaoming Fang; Xiaomeng Wang; Ziyang Shen; Pingcheng Dong; Yuan Yao; Xuliang Wang; et al. (CICC, 2025)

SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis. - Kunming Shao; Fengshi Tian; Xiaomeng Wang; Jiakun Zheng; Jia Chen; Jingyu He; Hui Wu 010; Jinbo Chen; Xihao Guan; Yi Deng; Fengbin Tu; Jie Yang 033; et al. (DATE, 2025)

Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings. - Di Wu 057; Siyuan Li 002; Chen Feng; Lu Cao; Yue Zhang; Jie Yang 033; Mohamad Sawan (ICLR, 2025)

Neuromorphic Computing Chips: Challenges and Trends. - Jie Yang 033; Mohamad Sawan (ISCAS, 2025)

An Area-Efficient and Bit-Width Configurable Carry-Save Adder Tree for Spiking Transformers. - Chaoming Fang; Ziyang Shen; Fengshi Tian; Jie Yang 033; Mohamad Sawan (ISCAS, 2025)

NeuroEye: A 54.59mW, 12200FPS Event-Driven Near-Sensor Eye-Tracking Processor with Pipelined Spatial-Temporal Spike-Streaming. - Jiakun Zheng; Fengshi Tian; Jinbo Chen; Chaoming Fang; Yuan Yao; Jie Yang 033; Mohamad Sawan; Kwang-Ting (Tim) Cheng; Chi-Ying Tsui (ISCAS, 2025)

A Resource-Efficient Algorithm-Hardware Co-Design Toward Semi-Supervised Neurological Symptoms Prediction. - Shiqi Zhao; Shanjin Li; Di Wu 057; Fengshi Tian; Jie Yang 033; Mohamad Sawan (IEEE Trans. Instrum. Meas., 2025)

An Energy-Efficient Unstructured Sparsity-Aware Deep SNN Accelerator With 3-D Computation Array. - Chaoming Fang; Ziyang Shen; Zongsheng Wang; Chuanqing Wang; Shiqi Zhao; Fengshi Tian; Jie Yang 033; Mohamad Sawan (IEEE J. Solid State Circuits, 2025)

NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis. - Chengkai Wang; Di Wu 057; Yunsheng Liao; Wenyao Zheng; Ziyi Zeng; Xurong Gao; Hemmings Wu; Zhoule Zhu; Jie Yang 033; Lihua Zhong; Weiwei Cheng; Yun-Hsuan Chen; et al. (CoRR, 2025)