Jie Yang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 62

Top Topics

Obstructive Sleep Apnea

Epileptic Seizures

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Chaoming Fang, Ziyang Shen, Shiqi Zhao, Chuanqing Wang, Fengshi Tian, Jie Yang, Mohamad Sawan
A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array. CICC (2024)
Chuanqing Wang, Di Wu, Chaoming Fang, Jie Yang, Mohamad Sawan
Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses. ICLR (2024)
Chaoming Fang, Fengshi Tian, Jie Yang, Mohamad Sawan
Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture. ISCAS (2024)
Jinbo Chen, Hui Wu, Razieh Eskandari, Xing Liu, Siyu Lin, Qiming Hou, Fengshi Tian, Wenjun Zou, Jie Yang, Mohamad Sawan
-1.38μW/Ch Wireless Implantable Neural Interface with Direct Multiplexing Front-End and Event-Driven Spike Detection and Transmission. CICC (2024)
Jinbo Chen, Hui Wu, Fengshi Tian, Qiming Hou, Siyu Lin, Jie Yang, Mohamad Sawan
A Low-Power Level-Crossing Analog-to-Spike Converter Intended for Neuromorphic Biomedical Applications. ISCAS (2024)
Yankun Xu, Jie Yang, Wenjie Ming, Shuang Wang, Mohamad Sawan
Shorter latency of real-time epileptic seizure detection via probabilistic prediction. Expert Syst. Appl. 236 (2024)
Fengshi Tian, Jiakun Zheng, Jingyu He, Jinbo Chen, Xiaomeng Wang, Chaoming Fang, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Cheng
BOLS: A Bionic Sensor-direct On-chip Learning System with Direct-Feedback-Through-Time for Personalized Wearable Health Monitoring. ISCAS (2024)
Jingyu He, Ziyang Shen, Fengshi Tian, Jinbo Chen, Jie Yang, Mohamad Sawan, Hsiang-Ting Chen, Paul Bogdan, Chi-Ying Tsui
SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks. AICAS (2023)
Yankun Xu, Jie Yang, Wenjie Ming, Shuang Wang, Mohamad Sawan
READS-V: Real-time Automated Detection of Epileptic Seizures from Surveillance Videos via Skeleton-based Spatiotemporal ViG. CoRR (2023)
Junzhe Wang, Shiqi Zhao, Chaoming Fang, Jie Yang, Mohamad Sawan
Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine. AICAS (2023)
Jinbo Chen, Hui Wu, Xing Liu, Razieh Eskandari, Fengshi Tian, Wenjun Zou, Chaoming Fang, Jie Yang, Mohamad Sawan
NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector. AICAS (2023)
Di Wu, Jie Yang, Mohamad Sawan
Task-aware Compression for Wearable Sensor Data. BioCAS (2023)
Hanrui Li, Aijaz H. Lone, Fengshi Tian, Jie Yang, Mohamad Sawan, Nazek El-Atab
Novel Knowledge Distillation to Improve Training Accuracy of Spin-based SNN. AICAS (2023)
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
BIOS: A 40nm Bionic Sensor-defined 0.47pJ/SOP, 268.7TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare. ESSCIRC (2023)
Fengshi Tian, Xiaomeng Wang, Jinbo Chen, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting (Tim) Cheng
Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System. AICAS (2023)
Fen Xia, Hanrui Li, Yixi Li, Xing Liu, Yankun Xu, Chaoming Fang, Qiming Hou, Siyu Lin, Zhao Zhang, Jie Yang, Mohamad Sawan
Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea. Sensors 23 (21) (2023)
Ziyang Shen, Fengshi Tian, Jingwen Jiang, Chaoming Fang, Xiaoyong Xue, Jie Yang, Mohamad Sawan
NBSSN: A Neuromorphic Binary Single-Spike Neural Network for Efficient Edge Intelligence. ISCAS (2023)
Xiaomeng Wang, Fengshi Tian, Xizi Chen, Jiakun Zheng, Xuejiao Liu, Fengbin Tu, Jie Yang, Mohamad Sawan, Kwang-Ting Cheng, Chi-Ying Tsui
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 (2023)
Chaoming Fang, Chuanqing Wang, Shiqi Zhao, Fengshi Tian, Jie Yang, Mohamad Sawan
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. 17 (3) (2023)
Hui Wu, Jinbo Chen, Xing Liu, Wenjun Zou, Jie Yang, Mohamad Sawan
An Energy-Efficient Small-Area Configurable Analog Front-End Interface for Diverse Biosignals Recording. IEEE Trans. Biomed. Circuits Syst. 17 (4) (2023)
Shiqi Zhao, Jie Yang, Junzhe Wang, Chaoming Fang, Tengjun Liu, Shaomin Zhang, Mohamad Sawan
A 0.99-to-4.38 uJ/class Event-Driven Hybrid Neural Network Processor for Full-Spectrum Neural Signal Analyses. IEEE Trans. Biomed. Circuits Syst. 17 (3) (2023)
Ziyang Shen, Chaoming Fang, Fengshi Tian, Jie Yang, Mohamad Sawan
PN-TMS: Pruned Node-fusion Tree-based Multicast Scheme for Efficient Neuromorphic Systems. AICAS (2023)
Chuanqing Wang, Chaoming Fang, Yong Zou, Jie Yang, Mohamad Sawan
SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses. Neural Networks 164 (2023)
Di Wu, Shiqi Zhao, Jie Yang, Mohamad Sawan
Software-Hardware Co-Design for Energy-Efficient Continuous Health Monitoring via Task-Aware Compression. IEEE Trans. Biomed. Circuits Syst. 17 (2) (2023)
Jie Yang, Ning Li, Yun-Hsuan Chen, Mohamad Sawan
Towards Intelligent Noninvasive Closed-loop Neuromodulation Systems. AICAS (2022)
Shiqi Zhao, Di Wu, Jie Yang, Mohamad Sawan
A Resource-Efficient and Data-Restricted Training Method Towards Neurological Symptoms Prediction. BioCAS (2022)
Shiqi Zhao, Jie Yang, Yankun Xu, Mohamad Sawan
Binary Single-dimensional Convolutional Neural Network for Seizure Prediction. CoRR (2022)
Di Wu, Jie Yang, Mohamad Sawan
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond. CoRR (2022)
Chuanqing Wang, Jie Yang, Mohamad Sawan
NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Yankun Xu, Jie Yang, Mohamad Sawan
Trends and Challenges of Processing Measurements from Wearable Devices Intended for Epileptic Seizure Prediction. J. Signal Process. Syst. 94 (6) (2022)
Yankun Xu, Jie Yang, Mohamad Sawan
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures. IEEE Trans. Biomed. Eng. 69 (11) (2022)
Jinbo Chen, Fengshi Tian, Jie Yang, Mohamad Sawan
An Event-Driven Compressive Neuromorphic System for Cardiac Arrhythmia Detection. ISCAS (2022)
Shiqi Zhao, Jie Yang, Mohamad Sawan
Energy-Efficient Neural Network for Epileptic Seizure Prediction. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Chuanqing Wang, Chaoming Fang, Yong Zou, Jie Yang, Mohamad Sawan
SpikeSEE: An Energy-Efficient Dynamic Scenes Processing Framework for Retinal Prostheses. CoRR (2022)
Hui Wu, Xing Liu, Jie Yang, Mohamad Sawan
A Power-Efficient Source-Follower Based Tunable Pseudo-RC Low-Pass Filter for Wearable Biomedical Applications. BioCAS (2022)
Jinbo Chen, Hui Wu, Jie Yang, Mohamad Sawan
A 97 fJ/Conversion Neuron-ADC with Reconfigurable Sampling and Static Power Reduction. APCCAS (2022)
Di Wu, Siyuan Li, Jie Yang, Mohamad Sawan
neuro2vec: Masked Fourier Spectrum Prediction for Neurophysiological Representation Learning. CoRR (2022)
Jinbo Chen, Mahdi Tarkhan, Hui Wu, Fereidoon Hashemi Noshahr, Jie Yang, Mohamad Sawan
Recent Trends and Future Prospects of Neural Recording Circuits and Systems: A Tutorial Brief. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Hanrui Li, Junzhe Wang, Shiqi Zhao, Fengshi Tian, Jie Yang, Mohamad Sawan
Real-time Biosignal Recording and Machine-Learning Analysis System. AICAS (2022)
Shiqi Zhao, Chaoming Fang, Jie Yang, Mohamad Sawan
Emerging Energy-Efficient Biosignal-Dedicated Circuit Techniques: A Tutorial Brief. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Ning Li, Jie Yang, Mohamad Sawan
Compact Closed-loop EEG/fNIRS Recording and TMS Neuromodulation System. NEWCAS (2022)
Yankun Xu, Jie Yang, Mohamad Sawan
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures. CoRR (2022)
Chaoming Fang, Ziyang Shen, Fengshi Tian, Jie Yang, Mohamad Sawan
A Compact Online-Learning Spiking Neuromorphic Biosignal Processor. ISCAS (2022)
Jie Yang, Mengchen Lin, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht
Mobile-end Tone Mapping based on Integral Image and Integral Histogram. CoRR (2021)
Ziyi Liu, Jie Yang, Mengchen Lin, Kenneth Kam Fai Lai, Svetlana N. Yanushkevich, Orly Yadid-Pecht
WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range. CoRR (2021)
Ziyu Wang, Jie Yang, Mohamad Sawan
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction. CoRR (2021)
Jie Yang, Ziyi Liu, Mengchen Lin, Svetlana N. Yanushkevich, Orly Yadid-Pecht
Deep Reformulated Laplacian Tone Mapping. CoRR (2021)
Jie Yang, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht
Tone Mapping Based on Multi-scale Histogram Synthesis. CoRR (2021)
Ziyu Wang, Jie Yang, Mohamad Sawan
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction. AICAS (2021)
Fengshi Tian, Jie Yang, Shiqi Zhao, Mohamad Sawan
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction. CoRR (2021)
Fengshi Tian, Jie Yang, Shiqi Zhao, Mohamad Sawan
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction. ISCAS (2021)
Ziyi Liu, Jie Yang, Orly Yadid-Pecht
LightFuse: Lightweight CNN based Dual-exposure Fusion. CoRR (2021)
Yankun Xu, Jie Yang, Shiqi Zhao, Hemmings Wu, Mohamad Sawan
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction. AICAS (2020)
Jie Yang, Mohamad Sawan
From Seizure Detection to Smart and Fully Embedded Seizure Prediction Engine: A Review. IEEE Trans. Biomed. Circuits Syst. 14 (5) (2020)
Shiqi Zhao, Jie Yang, Yankun Xu, Mohamad Sawan
Binary Single-Dimensional Convolutional Neural Network for Seizure Prediction. ISCAS (2020)
Jie Yang, Ulian Shahnovich, Orly Yadid-Pecht
Mantissa-Exponent-Based Tone Mapping for Wide Dynamic Range Image Sensors. IEEE Trans. Circuits Syst. II Express Briefs (1) (2020)
Mengchen Lin, Jie Yang, Orly Yadid-Pecht
Deep Single Image Enhancer. AVSS (2019)
Jie Yang, Yongxing Yang, Zhe Chen, Liyuan Liu, Jian Liu, Nanjian Wu
A Heterogeneous Parallel Processor for High-Speed Vision Chip. IEEE Trans. Circuits Syst. Video Technol. 28 (3) (2018)
Jie Yang, Alain Horé, Ulian Shahnovich, Orly Yadid-Pecht
Multi-Scale histogram tone mapping algorithm for display of wide dynamic range images. CAMSAP (2017)
Yongxing Yang, Jie Yang, Liyuan Liu, Nanjian Wu
High-Speed Target Tracking System Based on a Hierarchical Parallel Vision Processor and Gray-Level LBP Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 47 (6) (2017)
Jie Yang, Alain Horé, Ulian Shahnovich, Kenneth Lai, Svetlana N. Yanushkevich, Orly Yadid-Pecht
Multi-Scale histogram tone mapping algorithm enables better object detection in wide dynamic range images. AVSS (2017)
Yongxing Yang, Jie Yang, Zhongxing Zhang, Liyuan Liu, Nanjian Wu
High-speed visual target tracking with mixed rotation invariant description and skipping searching. Sci. China Inf. Sci. 60 (6) (2017)
Zhongxing Zhang, Jie Yang, Honglong Li, Liyuan Liu, Jian Liu, Nanjian Wu
High-speed object detection based on a hierarchical parallel vision chip. ASICON (2015)
Victor Nshunguyimfura, Jie Yang, Liyuan Liu, Nanjian Wu
An efficient layered ABV methodology for vision system on chip based on heterogeneous parallel processors. ASICON (2015)
Zhao-yang Liu, Liyuan Liu, Jie Yang, Nanjian Wu
A fully-integrated 860-GHz CMOS terahertz sensor. A-SSCC (2015)
Honglong Li, Zhongxing Zhang, Jie Yang, Liyuan Liu, Nanjian Wu
A novel vision chip architecture for image recognition based on convolutional neural network. ASICON (2015)
Cong Shi, Jie Yang, Ye Han, Zhongxiang Cao, Qi Qin, Liyuan Liu, Nanjian Wu, Zhihua Wang
A 1000 fps Vision Chip Based on a Dynamically Reconfigurable Hybrid Architecture Comprising a PE Array Processor and Self-Organizing Map Neural Network. IEEE J. Solid State Circuits 49 (9) (2014)
Cong Shi, Jie Yang, Nanjian Wu, ZhiHua Wang
A high speed multi-level-parallel array processor for vision chips. Sci. China Inf. Sci. 57 (6) (2014)
Cong Shi, Jie Yang, Liyuan Liu, Nanjian Wu, ZhiHua Wang
A massively parallel keypoint detection and description (MP-KDD) algorithm for high-speed vision chip. Sci. China Inf. Sci. 57 (10) (2014)
Cong Shi, Jie Yang, Ye Han, Zhongxiang Cao, Qi Qin, Liyuan Liu, Nanjian Wu, Zhihua Wang
7.3 A 1000fps vision chip based on a dynamically reconfigurable hybrid architecture comprising a PE array and self-organizing map neural network. ISSCC (2014)
Zhe Chen, Jie Yang, Cong Shi, Nanjian Wu
A novel architecture of local memory for programmable SIMD vision chip. ASICON (2013)