杨杰 博士 Yangjie , Ph.D.

专注脑机接口、类脑计算芯片与神经解码

Phone/Wechat: +86 13157577935

Email: yangjie@westlake.edu.cn

Google Scholar: Link

论文发表

期刊论文： 2025 2024 2023 2022 2021 2020及以前
会议论文： 2026 2025 2024 2023 2022 2021 2020及以前

 期刊论文(*代表通信作者)

    2025

  1. Z. Zeng, Y. Chen, X. Gao, W. Zheng, H. Wu, Z. Zhu, J. Yang, C. Wang, L. Zhong, W. Cheng, M. Sawan, "Repetitive TMS-based Identification of Methamphetamine-Dependent Individuals Using EEG Spectra", IEEE Sensors Journal, 2025.
  2. C Fang, Z Shen, T Li, S Zhao, F Tian, J. Yang*, M. Sawan, "A 28nm Spiking Vision Transformer Accelerator with Dual-Path Sparse Compute Core and EMA-free Self-Attention Engine for Embodied Intelligence", IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025.
  3. Z. Wang, Y. Liao, J. Yang*, M. Sawan*, "AI-driven and IC-enabled advanced closed-loop neuromodulation for practical clinical applications", Neuroelectronics, 2025.
  4. S. Zhao, S. Wang, Z. Wang, C. Fang, F. Tian, J. Chen, C. Fu, J. Yang, M. Sawan, "BoostViT: Booth-Serial Skipping and Tunable Scaling for Vision Transformers", IEEE Transactions on Circuits and Systems I: Regular Papers, 2025.
  5. X. Liu, J. Chen, H. Wu, W. Zou, J. Yang*, M. Sawan, "An On-Chip Reconfigurable Front-end for Ultra-Low-Power RF Energy Harvesting", IEEE Transactions on Circuits and Systems II: Express Briefs, 2025.
  6. S. Zhao, D. Wu, F. Tian, J. Yang, M. Sawan, "A Resource-Efficient Algorithm-Hardware Co-Design Towards Semi-Supervised Neurological Symptoms Prediction", IEEE Transactions on Instrumentation and Measurement, 2025.
  7. X. Shao, J. Yang, M. Sawan, W. Cui, "Bridging biology and robotics: advancing submersible technology from robotic to live-fish models", Academia Engineering, 2025.
  8. C. Feng, L. Cao, E. Zhang, T. Wang, X. Jiang, J. Chen, H. Wu, S. Lin, Q. Hou, J. Zhu, J. Yang*, M. Sawan, Y. Zhang, "Acoustic Inspired Brain-to-Sentence Decoder for Logosyllabic Language", Cyborg and Bionic Systems, 2025.
  9. X. Gao, Yun-Hsuan Chen, Z. Zeng, W. Zheng, C. Chai, H. Wu, Z. Zhu, J. Yang, L. Zhong, H. Shen, M. Sawan, "Specific endophenotypes in EEG microstates for methamphetamine use disorder", Frontiers in Psychiatry, 2025.
  10. S. Shang, Y. Xu, M. Jin, C. Ni, H. Jiang, X. Wang, X. Wang, Y. Cheng, M. Wang, S. Zhang, B. Ji, J. Yang, G. Wang, M. Sawan, "Biocompatible dipeptide coated on Pt/PEDOT: PSS modified silicon probes for tissues rejection alleviation", Sensors and Actuators B: Chemical, 2025.
  11. X. Shen, Z. Zhang, J. Yang, J. Liu, N. Wu, M. Sawan, L. Liu, "A 0.0012-mm2 0.66-pJ/bit BPSK demodulator incorporating a loop-filter-less PLL achieving the maximum data rate of fcarrier/2", Journal of Semiconductors, 2025.

    12. 2024

  12. C. Fang, Z. Shen, Z. Wang, C. Wang, S. Zhao, F. Tian, J. Yang*, M. Sawan*, "An Energy-Efficient Unstructured Sparsity-Aware Deep SNN Accelerator With 3-D Computation Array", IEEE Journal of Solid-State Circuits, 2024.
  13. F. Tian, J. Chen, J. Zheng, H. Wu, J. He, X. Wang, C. Fang, Y. Yao, J. Yang, M. Sawan, Chi-Ying Tsui, Kwang-Ting Tim Cheng, "BioPI: An Energy Efficient and Low-Latency Neuromorphic Pipelined System with Joint Design Optimizations of Sensor-Algorithm-Processor for Wearable Healthcare", IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2024.
  14. D. Wu, S. Li, J. Yang*, M. Sawan*, "Neuro-BERT: Rethinking Masked Autoencoding for Self-Supervised Neurological Pretraining", IEEE Journal of Biomedical and Health Informatics, 2024.
  15. S. Zhao, C. Wang, C. Fang, F. Tian, J. Yang*, M. Sawan, "HybMED: A Hybrid Neural Network Training Processor with Multi-Sparsity Exploitation for Internet of Medical Things", IEEE Transactions on Biomedical Circuits and Systems, 2024.
  16. J. Yang, S. Zhao, J. Wang, S. Lin, Q. Hou, M. Sawan, "Precise and low-power closed-loop neuromodulation through algorithm-integrated circuit co-design", Frontiers in Neuroscience, 2024.
  17. Y. Xu, J. Yang, W. Ming, S. Wang, M. Sawan, "Shorter latency of real-time epileptic seizure detection via probabilistic prediction", Expert Systems with Applications, 2024.

    18. 2023

  18. F. Xia, H. Li, Y. Li, X. Liu, Y. Xu, C. Fang, Q. Hou, S. Lin, Z. Zhang, J. Yang*, M. Sawan, "Minimally Invasive Hypoglossal Nerve Stimulator Enabled by ECG Sensor and WPT to Manage Obstructive Sleep Apnea", MDPI Sensors, 2023.
  19. D. Wu, J. Yang*, M. Sawan, "Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023.
  20. H. Wu, J. Chen, X. Liu, W. Zou, J. Yang*, M. Sawan, "An Energy-Efficient Small-Area Configurable Analog Front-End Interface for Diverse Biosignals Recording", IEEE Transactions on Biomedical Circuits and Systems, 2023.
  21. C. Wang, C. Fang, Y. Zou, J. Yang*, M. Sawan, "SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses", Neural Networks, 2023.
  22. C. Fang, C. Wang, S. Zhao, F. Tian, J. Yang*, M. Sawan, "A 510μW 0.738-mm2 6.2-pJ/SOP Online Learning Multi-Topology SNN Processor with Unified Computation Engine in 40-nm CMOS", IEEE Transactions on Biomedical Circuits and Systems, 2023. (TBioCAS Best Neuromorphic Paper of 2023)
  23. S. Zhao, J. Yang*, J. Wang, C. Fang, T. Liu, S. Zhang, M. Sawan, "A 0.99-to-4.38 μJ/class Event-Driven Hybrid Neural Network Processor for Full-Spectrum Neural Signal Analyses", IEEE Transactions on Biomedical Circuits and Systems, 2023.(TBioCAS Best Neuromorphic Paper of 2023)
  24. Y. Chen, J. Yang, H. Wu, K. Beier, M. Sawan, "Challenges and future trends in wearable closed-loop neuromodulation to efficiently treat methamphetamine addiction", Frontiers in Psychiatry, 2023.
  25. D. Wu, S. Zhao, J. Yang*, M. Sawan, "Software-Hardware Co-Design for Energy-Efficient Continuous HealthMonitoring Via Task-Aware Compression", IEEE Transactions on Biomedical Circuits and Systems, 2023.
  26. F. Tian, J. Yang*, S. Zhao, M. Sawan, "NeuroCARE: A generic neuromorphic edge computing framework for healthcare applications", Frontiers in Neuroscience, 2023.
  27. C. Wang, C. Fang, Y. Zou, J. Yang*, M. Sawan, "Artificial intelligence techniques for retinal prostheses: A comprehensive review and future direction", Journal of Neural Engineering, 2023.
  28. D. Wu, Y. Shi, Z. Wang, J. Yang*, M. Sawan, "C2SP-Net: joint compression and classification network for epilepsy seizure prediction", IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023.
  29. J. Chen, J. Yang*, M. Sawan, "Emerging trends of integrated-mixed-signal chips in ISSCC 2023", Journal of Semiconductors, 2023.

    30. 2022

  30. S. Sun, J. Yang*, Y. Chen, J. Miao, M. Sawan, "EEG Signals Based Internet Addiction Diagnosis Using Convolutional Neural Networks", MDPI Applied Sciences, 2022.
  31. D. Wu, J. Yang*, M. Sawan, "Bridging the gap between patient-specific and patient-independent seizure prediction via knowledge distillation", Journal of Neural Engineering, 2022.
  32. J. Wang, Y. Chen, J. Yang, M. Sawan, "Intelligent Classification Technique of Hand Motor Imagery Using EEG Beta Rebound Follow-Up Pattern", MDPI Biosensors, 2022.
  33. Y. Xu, J. Yang, M. Sawan, "Trends and challenges of processing measurements from wearable devices intended for epileptic seizure prediction", Journal of signal processing systems, 2022.
  34. C. Wang, J. Yang*, M. Sawan, "NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses", IEEE Journal of Biomedical and Health Informatics, 2022.
  35. Y. Xu, J. Yang*, M. Sawan, "Multichannel synthetic preictal eeg signals to enhance the prediction of epileptic seizures", IEEE Transactions on Biomedical Engineering, 2022.
  36. J. Chen, M. Tarkhan, H. Wu, F. Noshahr, J. Yang*, M. Sawan, "Recent trends and future prospects of neural recording circuits and systems: A tutorial brief", IEEE Transactions on Circuits and Systems II: Express Briefs, 2022.
  37. S. Zhao, C. Fang, J. Yang*, M. Sawan, "Emerging energy-efficient biosignal-dedicated circuit techniques: A tutorial brief", IEEE Transactions on Circuits and Systems II: Express Briefs, 2022.

    38. 2021

  38. Z. Wang, J. Yang*, H. Wu, J. Zhu, M. Sawan, "Power efficient refined seizure prediction algorithm based on an enhanced benchmarking", Scientific Reports, 2021.
  39. S. Zhao, J. Yang*, M. Sawan, "Energy-efficient neural network for epileptic seizure prediction", IEEE Transactions on Biomedical Engineering, 2021.

    40. 2020及以前

  40. J. Yang, M. Sawan, "From Seizure Detection to Smart and Fully Embedded Seizure Prediction Engine: A Review", IEEE Transactions on Biomedical Circuits and Systems, 2020.
  41. 李鸿龙, 杨杰, 张忠星, 罗迁, 于双铭, 刘力源, 吴南健, "用于实时目标检测的高速可编程视觉芯片", 红外与激光工程, 2020.
  42. J. Yang, U. Shahnovich, O. Yadid-Pecht, "Mantissa-Exponent-Based Tone Mapping for Wide Dynamic Range Image Sensors", IEEE Transactions on Circuits and Systems II: Express Briefs, 2019.
  43. 杨杰, Orly Yadid-Pecht "用于高动态图像色调映射的算法和硬件", 微纳电子与智能制造, 2019.
  44. J. Yang, A. Hore, O. Yadid-Pecht, "Local tone mapping algorithm and hardware implementation", Electronics Letters, 2018.
  45. J. Yang, Y. Yang, Z. Chen, L. Liu, J. Liu, N. Wu, "A Heterogeneous Parallel Processor for High-Speed Vision Chip", IEEE Transactions on Circuits and Systems for Video Technology, 2018.
  46. Z. Liu, L. Liu, J. Yang, N. Wu, "A CMOS fully integrated 860-GHz terahertz sensor", IEEE Transactions on Terahertz Science and Technology, 2017.
  47. Y. Yang, J. Yang, Z. Zhang, L. Liu, N. Wu, "High-speed visual target tracking with mixed rotation invariant description and skipping searching", Science China Information Science, 2017.
  48. V. Nshunguyimfura, J. Yang, L. Liu, N. Wu, "Property-driven functional verification technique for high-speed vision system-on-chip processor", Japanese Journal of Applied Physics, 2017.
  49. Z. Chen, J. Yang, C. Shi, Q. Qin, L. Liu, N. Wu, "High speed vision processor with reconfigurable processing element array based on full-custom distributed memory", Japanese Journal of Applied Physics, 2016.
  50. Y. Yang, J. Yang, Z. Zhang, L. Liu, N. Wu, "High-speed visual tracking with mixed rotation invariant description", Electronics Letters, 2016.
  51. Y. Yang, J. Yang, L. Liu, N. Wu, "High-Speed Target Tracking System Based on a Hierarchical Parallel Vision Processor and Gray-Level LBP Algorithm", IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016.
  52. J. Yang, C. Shi, L. Liu, J. Liu, N. Wu, "Pixel-parallel feature detection on vision chip", Electronics Letters, 2014.
  53. C. Shi, J. Yang, L. Liu, N. Wu, Z. Wang, "A massively parallel keypoint detection and description (MP-KDD) algorithm for high-speed vision chip", Science China Information Science, 2014.
  54. C. Shi, J. Yang, Y. Han, Z. Cao, Q. Qin, L. Liu, N. Wu, Z. 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 Journal of Solid-State Circuits, 2014.
  55. S. Cong, C. Zhe, Y. Jie, W. Nanjian, W. Zhihua, "A compact PE memory for vision chips", Journal of Semiconductors, 2014.
  56. C. Shi, J. Yang, N. Wu, Z. Wang, "A high speed multi-level-parallel array processor for vision chips", Science China Information Sciences, 2014.
  57. J. Yang, C. Shi, L. Liu, N. Wu, "Heterogeneous vision chip and LBP-based algorithm for high-speed tracking", Electronics Letters, 2014.

会议论文(*代表通信作者)

    2026

  1. H. Wu, F. Tian, J. Chen, Z. Liao, H. Zhang, X. Liu, W. Zou, S. Cheng, Z. Zhang, J. Xu, C-Y. Tsui, K-T. T. Cheng, J. Yang*, M. Sawan*, "Sparsity-Aware Neural Interface with ClM-Based Predictive Focused Sampling for Hotspot Spike Tracking", 2026 IEEE International Solid-State Circuits Conference (ISSCC), 2026.
  2. Y. Li, J. Chen, X. Shen, J. Yang, J. Liu, N. Wu. Z. Zhang, L. Liu, "A 0.65-to-1V-Vdd 10.5-to-11.85GHz Fractional-N Sampling PLL Achieving 71.47fs Integrated Jitter and < -60dBc Near-Integer Fractional Spur in 40nm CMOS", 2026 IEEE International Solid-State Circuits Conference (ISSCC), 2026.

    3. 2025

  3. Q. Luo, Z. Zhang, S. Cai, J. Yang, M. Sawan, Z. Zhang, "A 0.25-V-VDD 0.93-nW 1-Kbps Amplifier-and-Bias-Free Time-Domain Wake-Up Receiver Occupying 0.045-mm2 Achieving -66-dBm Sensitivity and -165.9-dB FoM", 2025 IEEE European Solid-State Electronics Research Conference (ESSERC), 2025.
  4. J. Yu, C. Zhang, Y. Zhang, J. Yang*, M. Sawan*, "Spiking Decision-Making System Based on Reinforcement Learning", 2025 IEEE International Conference on Machine Intelligence and Nature-inspired Computing (MIND), 2025.
  5. Z. Liao, T. Li, Z. Shen, C. Fang, J. Yang*, M. Sawan*, "NeuroPlat: An FPGA-based Neuromorphic Computing Platform with Optimized Toolchain for Efficient SNN Deployment", 2025 IEEE International Conference on Machine Intelligence and Nature-inspired Computing (MIND), 2025.(Best Poster Award)
  6. H. Wu, X. Liu, J. Chen, W. Zou, Q. Hou, S. Lin, Y. Mao, X. Kuang, J. Yang*, M. Sawan, "Efficient Self-Adaptive Pseudo-Resistor with Rapid Settling and High Linearity for Neurorecording Front-End Circuits", 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025. (Best Paper Award for BioCAS Track)
  7. J. Zheng, F. Tian, J. Chen, C. Fang, Y. Yao, J. Yang, M. Sawan, K.T Cheng, C-Y Tsui, "NeuroEye: A 54.59 mW, 12200FPS Event-Driven Near-Sensor Eye-Tracking Processor with Pipelined Spatial-Temporal Spike-Streaming", 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
  8. Y. Mao, J. Chen, H. Wu, J. Yang, X. Kuang, M. Sawan, "A 2.53 fJ/Conversion Low-Power Hybrid ADC with Level-Crossing Assisted Sparisty Adaptivity for Implantable Neural Interface", 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
  9. C. Fang, Z. Shen, F. Tian, J. Yang*, M. Sawan, "An Area-Efficient and Bit-Width Configurable Carry-Save Adder Tree for Spiking Transformers", 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
  10. J. Yang, M. Sawan, "Neuromorphic Computing Chips: Challenges and Trends", 2025 IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
  11. F. Tian, J. Chen, K. Shao, Z. Liu, J. Zheng, H. Wu, C. Fang, X. Meng, Z. Shen, P. Dong, Y. Yao, X. Wang, J. Yang, M. Sawan, Chi-Ying Tsui, Tim Kwang-Ting Cheng,"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", 2025 IEEE Custom Integrated Circuits Conference (CICC) , 2025.
  12. K. Shao, F. Tian, X. Wang, J. Zheng, J. Chen, J. He, H. Wu, J. Chen, X. Guan, Y. Deng, F. Tu, J. Yang, M. Sawan, Tim Kwang-Ting Cheng, Chi-Ying Tsui, "SynDCIM: A Performance-Aware Digital Computing-in-Memory Compiler with Multi-Spec-Oriented Subcircuit Synthesis", 2025 28th Design, Automation & Test in Europe Conference & Exhibition (DATE) , 2025.
  13. Di Wu, Siyuan Li, Chen Feng, Lu Cao, Yue Zhang, J. Yang*, M. Sawan, "Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings", 2025 International Conference on Learning Representations (ICLR) , 2025.

    14. 2024

  14. J. Wang, C. Fang, Z. Shen, J. Yang*, M. Sawan, "Live Demonstration: Low-energy Unstructured Sparsity-aware Spiking Attention and Convolution SNN Accelerator", 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) , 2024.
  15. W. Zou, R. Eskandari, X. Liu, J. Chen, Y. Ye, H. Wu, J. Yang*, M. Sawan, "A 34 μW and 3.4 pJ/b IR-UWB Transmitter Featuring Spectrum Tunability for Brain-Machine Interfaces", 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) , 2024.
  16. X. Liu, W. Zou, H. Wu, J. Chen, J. Yang*, M. Sawan, "A Reconfigurable RF Energy Harvesting Front-end Interface for Biomedical Applications", 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) , 2024.
  17. Y. Xu, J. Wang, Y. Chen, J. Yang, W. Ming, S. Wang, M. Sawan, "VSViG: Real-Time Video-Based Seizure Detection via Skeleton-Based Spatiotemporal ViG", 2024 European Conference on Computer Vision (ECCV) , 2024.
  18. Z. Shen, X. Xie, C. Fang, F. Tian, S. Ma, J. Yang*, M. Sawan, "NeuroSORT: A Neuromorphic Accelerator for Spike-based Online and Real-time Tracking", 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) , 2024.
  19. F. Tian, J. Zheng, J. He, J. Chen, X. Wang, C. Fang, J. Yang, M. Sawan, C. Tsui, K. Cheng, "BOLS: A Bionic Sensor-direct On-chip Learning System with Direct-Feedback-Through-Time for Personalized Wearable Health Monitoring", 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024.
  20. J. Chen, H. Wu, F. Tian, Q. Hou, S. Lin, J. Yang*, M. Sawan*, "A Low-Power Level-Crossing Analog-to-Spike Converter Intended for Neuromorphic Biomedical Applications", 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024.
  21. C. Fang, F. Tian, J. Yang*, M. Sawan*, "Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture", 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024.
  22. J. Chen, H. Wu, R. Eskandari, X. Liu, S. Lin, Q. Hou, F. Tian, W. Zou, J. Yang*, M. Sawan*, "A Neuron-Inspired 0.0032mm2−1.38μW/Ch Wireless Implantable Neural Interface with Direct Multiplexing Front-End and Event-Driven Spike Detection and Transmission", 2024 IEEE Custom Integrated Circuits Conference (CICC), 2024.
  23. C. Fang, Z. Yang, S. Zhao, C. Wang, F. Tian, J. Yang*, M. Sawan*, "A 0.078 pJ/SOP Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array", 2024 IEEE Custom Integrated Circuits Conference (CICC), 2024.
  24. C. Wang, D. Wu, C. Fang, J. Yang*, M. Sawan*, "Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses", 2024 The Twelfth International Conference on Learning Representations (ICLR), 2024.

    25. 2023

  25. D. Wu, J. Yang*, M. Sawan*, "Task-aware Compression for Wearable Sensor Data", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  26. F. Tian, S. Zhao, J. He, J. Chen, X. Wang, J. Yang, M. Sawan, C. Tsui, K. Tim, "NOLS: A Near-sensor On-chip Learning System with Direct Feedback Alignment for Personalized Wearable Heart Health Monitoring", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  27. H. Li, F. Tian, J. Yang, M. Sawan, N. El-Atab, "NMBNN: Noise-Adaptive Memristive Bayesian Neural Network for Energy-Efficient Edge Health Care", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  28. J. Chen, X. Liu, H. Wu, F. Tian, W. Zou, M. Katebi, R. Eskandari, J. Yang*, M. Sawan*, "A Clockless Robust Bionic Spike Detector for Implantable Brain-Computer Interfaces", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  29. T. Li, J. Yang, T. Liu, S. Dong, W. Chen, S. Zhang, "A Sparsity-Adapted Hardware Implementation of SNN for Cortical Spike Trains Decoding", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  30. W. Zou, R. Eskandari, X. Liu, J. Chen, J. Yang*, M. Sawan*, "Wireless Data Transceivers for Brain-machine Interfaces", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  31. J. Wang, S. Zhao, J. Yang*, M. Sawan "An Event-driven Neural Signal Processor for Closed-loop Seizure Prediction", 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023.
  32. F. Tian, X. Wang, J. Chen, J. Zheng, H. Wu, X. Liu, F. Tu, J. Yang, M. Sawan, C. Tsui, "BIOS: A 40nm Bionic Sensor-defined 0.47 pJ/SOP, 268.7 TSOPs/W Configurable Spiking Neuron-in-Memory Processor for Wearable Healthcare", ESSCIRC 2023-IEEE 49th European Solid State Circuits Conference (ESSCIRC), 2023.
  33. J. Wang, S. Zhao, C. Fang, J. Yang*, M. Sawan, "Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023.
  34. H. Li, A. Lone, F. Tian, J. Yang, M. Sawan, N. El-Atab, "Novel Knowledge Distillation to Improve Training Accuracy of Spin-based SNN", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023.
  35. Z. Shen, C. Fang, F. Tian, J. Yang*, M. Sawan, "PN-TMS: Pruned Node-fusion Tree-based Multicast Scheme for Efficient Neuromorphic Systems", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023.
  36. J. Chen, H. Wu, X. Liu, R. Eskandari, F. Tian, W. Zou, C. Fang, J. Yang*, M. Sawan, "NeuroBMI: A New Neuromorphic Implantable Wireless Brain Machine Interface with A 0.48 µW Event-Driven Noise-Tolerant Spike Detector", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023.
  37. F. Tian, X. Wang, J. Chen, J. Yang, M. Sawan, C. Tsui, K. Cheng, "Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023. (Best Paper Award)
  38. J. He, Z. Shen, F. Tian, J. Chen, J. Yang, M. Sawan, T. Cheng, P. Bogdan, C. Tsui, "SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks", 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023.
  39. Z. Shen, F. Tian, J. Jiang, C. Fang, X. Xue, J. Yang*, M. Sawan, "NBSSN: A Neuromorphic Binary Single-Spike Neural Network for Efficient Edge Intelligence", 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023.

    40. 2022

  40. F. Xia, Z. Zhang, J. Yang*, M. Sawan, "Compact Power Front-end Management for Wireless Supply of Multi-voltages to Neuromodulators", 2022 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2022.
  41. J. Chen, H. Wu, J. Yang*, M. Sawan, "A 97 fJ/Conversion Neuron-ADC with Reconfigurable Sampling and Static Power Reduction", 2022 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2022.
  42. C. Fang, F. Tian, C. Wang, J. Yang*, M. Sawan, "A 217.8 MSOPs/W FPGA-based Online Learning SNN Processor Using Unified Event-Driven Structure and Topology Aware Data Reuse Strategies", 2022 IEEE Asian Solid-State Circuits Conference (A-SSCC), 2022.
  43. H. Wu, J. Chen, J. Yang*, M. Sawan, "A Low-Power Low-Pass Filter for Noise Suppression in Chopped Bioamplifiers", 2022 IEEE 16th International Conference on Solid-State Integrated Circuit Technology (ICSICT), 2022.
  44. S. Zhao, D. Wu, J. Yang*, M. Sawan, "A Resource-Efficient and Data-Restricted Training Method Towards Neurological Symptoms Prediction", 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022.
  45. H. Wu, X. Liu, J. Yang*, M. Sawan, "A Power-Efficient Source-Follower Based Tunable Pseudo-RC Low-Pass Filter for Wearable Biomedical Applications", 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022.
  46. N. Li, J. Yang*, M. Sawan, "Compact Closed-loop EEG/fNIRS Recording and TMS Neuromodulation System", 2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), 2022.
  47. J. Yang, N. Li, Y. Chen, M. Sawan, "Towards Intelligent Noninvasive Closed-loop Neuromodulation Systems", 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022.
  48. H. Li, J. Wang, S. Zhao, F. Tian, J. Yang*, M. Sawan, "Real-time Biosignal Recording and Machine-Learning Analysis System", 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022.
  49. D. Wu, J. Yang, M. Sawan, "Towards Task-aware Signal Compression for Efficient Continuous Health Monitoring", 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022.
  50. C. Fang, Z. Shen, F. Tian, J. Yang*, M. Sawan, "A Compact Online-Learning Spiking Neuromorphic Biosignal Processor", 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022.
  51. J. Chen, F. Tian, J. Yang*, M. Sawan, "An event-driven compressive neuromorphic system for cardiac arrhythmia detection", 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022.

    52. 2021

  52. Z. Wang, J. Yang*, M. Sawan, "A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction", 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021.
  53. F. Tian, J. Yang*, S. Zhao, M. Sawan, "A New Neuromorphic Computing Approach for Epileptic Seizure Prediction", 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 2021.

    54. 2020以及以前

  54. S. Zhao, J. Yang*, Y. Xu, M. Sawan, "Binary Single-Dimensional Convolutional Neural Network for Seizure Prediction", 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020.
  55. Y. Xu, J. Yang*, S. Zhao, H. Wu, M. Sawan, "An End-to-End Deep Learning Approach for Epileptic Seizure Prediction", 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2020.
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