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个人简介

工作经历: 2018年12月 - 今 教授,物理科学与技术学院,武汉大学 2011年12月 - 2018年11月 副教授,物理科学与技术学院,武汉大学 2007年12月 - 2011年11月 讲师,物理科学与技术学院,武汉大学 2004年12月 - 2007年11月 助教,物理科学与技术学院,武汉大学 2005年 9月 - 2009年 5月 博士,微电子学与固体电子学,武汉大学

研究领域

以微电子器件与电路为核心结合机器学习展开理论和应用研究。 一、神经形态人工智能的机制、电路及系统的研究与应用 类脑计算及新型机器学习机理 人工智能的电路级设计及硬件加速 人工智能的应用 二、 低维纳米器件设计及其在电路中的应用 低维纳米体系特性计算 新型微纳器件结构设计及建模 基于新器件的电路设计及应用

近期论文

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S. Ye, Y. Lv, Z. Tang, R. Hu, R. Zhu, Z. Wang, Q. Huang, H. Wang, J. He and S. Chang*, “Wave-function symmetry mechanism of quantum-well states in graphene nanoribbon heterojunctions,” Physical Review Applied, Vol.12, 044018, 2019. (SCI一区) S. Wang, P. Lin, R. Hu, H. Wang, J. He, Q. Huang, S. Chang*, “Acceleration of LSTM with Structured Pruning Method on FPGA,” IEEE Access, Vol.7, No.1, pp. 62930-62937, 2019. (SCI二区) R. Zhu, S. Ye, Z. Tang, P. Lin, Q. Huang, H. Wang, J. He and S. Chang*, “Influence on Compact Memristors’ Stability on Machine Learning,” IEEE Access, Vol.7, No.1, pp. 47472-47478, 2019. (SCI二区) Y. Lv, Q. Huang, S. Chang*, H. Wang, J. He, C. Wei, A. Liu, S. Ye and W. Wang, “Interface Coupling as a Crucial Factor for Spatial Localization of Electronic States in a Heterojunction of Graphene Nanoribbons,” Physical Review Applied, Vol.11, 024026, 2019. (SCI一区) R. Hu, Q. Huang, H. Wang, J. He, and S. Chang*, “Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns,” International Journal of Neural Systems, Vol.29, No.9, 1950006, 2019. (SCI一区) Z. Tang, R. Zhu, P. Lin, J. He, H. Wang, Q. Huang, S. Chang* and Q. Ma*, “A hardware friendly unsupervised memristive neural network with weight sharing mechanism,” Neurocomputing, Vol.332, pp.193-202, 2019. (SCI二区) Y. Lv, S. Ye, H. Wang, J. He, Q. Huang and S. Chang*, “Strain engineering of chevron graphene nanoribbons,” Journal of Applied Physics, Vol.125, 082501, 2019. (DOI:10.1063/1.5048527, online first). (SCI三区) R. Hu, S. Chang*, H. Wang, Q. Huang and J. He, “Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method,” IEEE Transactions on Neural Networks and Learning Systems, Vol.30, No.7, pp1984-1997, 2019. (SCI一区) S. Ye, R. Zhu, Q. Huang, J. He, H. Wang, Y. Lv and S. Chang*, “A Transport Isolation by Orbital Hybridization Transformation toward Graphene Nanoribbon-based Nanostructure Integration,” Nanotechnology, Vol.29, 455704, 2018. (SCI二区) Y. Lv, A. Liu, Q. Huang, S. Chang*, W. Qin, S. Ye, H. Wang and J. He, “Restraining Strategy of the Stone–Wales Defect Effect on Graphene Nanoribbon MOSFETs,” IEEE Electron Device Letters, Vol.39, No.7, pp.1092-1095, 2018. (SCI二区) Y. Lv, Q. Huang, S. Chang*, H. Wang, J. He, A. Liu, S. Ye and W. Wang, “Activating Impurity Effect in Edge Nitrogen-doped Chevron Graphene Nanoribbons,” Journal of Physics Communications, Vol.2, No.4, 045028, 2018.(新刊,ESCI) H. Wang, S. Chang*, Q. Huang and J. He, “Dielectric Engineering with the Environment Material in 2D Semiconductor Devices,”IEEE Journal of the Electron Device Society, Vol. 6, No.1, pp. 325-331, 2018. (SCI三区) P. Lin, S. Chang*, H. Wang, Q. Huang and J. He, “SpikeCD: A Parameter-insensitive Spiking Neural Network with Clustering Degeneracy Strategy,” Neural Computing Applications, (DOI: 10.1007/s00521-017-3336-6, early access). (SCI二区) R. Zhu, S. Chang*, H. Wang, Q. Huang, J. He and F. Yi, “A Versatile and Accurate Compact Model of Memristor with Equivalent Resistor Topology,” IEEE Electron Device Letters, Vol.38, No.10, pp.1367-1370, 2017. (SCI二区) Y. Lv, Q. Huang, S. Chang*, H. Wang and J. He, “Highly Sensitive Bilayer Phosphorene Nanoribbon Pressure Sensor Based on the Energy Gap Modulation Mechanism: A Theoretical Study,” IEEE Electron Device Letters, Vol.38, No.9, pp.1313-1316, 2017. (SCI二区) Y. Ji, S. Chang*, H. Wang, Q. Huang, J. He and F. Yi, "Multi-valued Logic Design Methodology with Double Negative Differential Resistance Transistors," IET Micro Nano Letters, Vol.12, No.10, pp.738-743, 2017. (SCI四区) Y. Lv, W. Qin, Q. Huang, S. Chang*, H. Wang and J. He, "Graphene Nanoribbon Tunnel Field-Effect Transistor Via Segmented Edge Saturation," IEEE Transactions on Electron Devices, Vol.64, No.6, pp.2694-2701, 2017. (SCI二区) B. Fan and S. Chang*, "Confined State Energies in AGNR Semiconductor-Semiconductor Heterostructure," Physics Letters A, vol.381, pp.319-322, 2017. (SCI三区) Y. Lv, S. Chang*, Q. Huang, H. Wang and J. He,"Scaling Effect of Phosphorene Nanoribbon - Uncovering the Origin of Asymmetric Current Transport," Scientific Reports, DOI: 10.1038/srep38009, 2016. (SCI二区) H. Wang, S. Chang*, J. He, Q. Huang and F. Liu, "The Dual Effects of Gate Dielectric Constant in Tunnel FETs,"IEEE Journal of the Electron Device Society, Vol. 4, No.6, pp. 445-450, 2016. (SCI三区) Y. Lv, Q. Huang, S. Chang*, H. Wang and J. He, "Novel Strategy of Edge Saturation Hamiltonian for Graphene Nanoribbon Devices," IEEE Transactions on Electron Devices, Vol.63, No.11, pp.4514-4520, 2016. (SCI二区) J. Zhang, Y. Lv, S. Chang*, H. Wang, J. He, and Q. Huang, "Prior Knowledge Input Neural Network Method for GFET Description," Journal of Computational Electronics, Vol.15, No.3, pp.911-918, 2016. (SCI四区) Q. Huang, B. Hao and S. Chang*, "Adaptive Digital Ridgelet Transform and its Application in Image Denoising," Digital Signal Processing, Vol.52, pp.45-54, 2016. (SCI三区) Y. Lv, S. Chang*, H. Wang, J. He, and Q. Huang, "Energy gap tunable graphene antidot nanoribbon MOSFET: A uniform multiscale analysis from band structure to transport properties, " Carbon, Vol.101, pp.143-151, 2016. (SCI一区) S. Chang, Lei Zhao, Yawei Lv, Hao Wang, Qijun Huang and Jin He, "Negative differential resistance in graphene nanoribbon superlattice field-effect transistors," IET Micro Nano Letters, Vol.10, No.8, pp.400-403, 2015. (SCI四区) Q. Huang, S. Chang*, C. Liu, B. Niu, M. Tang and Z. Zhou, "An evaluation of fake fingerprint databases utilizing SVM classification," Pattern Recognition Letters,Vols.60-60,10.1016/j.patrec.2015.03.015, 2015. (SCI三区) Z. Yu, S. Chang*, H. Wang, J. He and Q. Huang, "Effects of Fin shape on sub-10nm FinFETs," Journal of Computational Electronics, Vol.14, No.2, pp. 515-523, 2015. (SCI四区) R. Zhu, Y. Zhang, J. Luo, S. Chang*, H. Wang and Q. Huang, “Graphene Field Effect Transistor's Circuit Modeling and Radio Frequency Application Study,” Key Engineering Materials, Vols. 645-646, pp. 139-144, 2015.(EI) S. Chen, S. Chang*, Q. Huang, J. He, H. Wang and Q. Huang, "SVM-based synthetic fingerprint discrimination algorithm and quantitative optimization strategy," PLOS ONE, Vol.9, No.10, e111099. doi:10.1371/journal.pone.0111099, 2014. (SCI二区) H. Wang, S. Chang*, Y. Hu, H. He, H. He, J. He, Q. Huang, F. He and G. Wang, “A novel barrier controlled tunnel FET,” IEEE Electron Device Letters, Vol.35, No.7, pp.798-800, 2014. (SCI二区) S. Chang, Q. Huang, H. Wang, M. He and F. Dai, "High precision multicolorimetric pyrometer with a novel photoelectric MOSFET," IEEE Transactions on Instrumentation Measurement, Vol.63, No.3, pp.680-686, 2014. (SCI三区) J. Zhang, S. Chang*, H. Wang, J. He and Q. Huang, "Artificial neural network based CNTFETs modeling," Applied Mechanics and Materials, Vol. 667, pp.390-395, 2014. (EI) S. Chang,Y. Zhang, Q. Huang, H. Wang and G. Wang, "Effects of Vacancy Defects on Graphene Nanoribbon Field Effect Transistor,"IET Micro undefinedamp; Nano Letters, Vol.8, No.11, pp.816-821, 2013. (SCI四区) S. Chang, H. Cai, H. Wang, J. He and Q. Huang, "Effects of data’s bit-width on digital logic design," Applied Mechanics and Materials, Vol.411-414, pp.1670-1673, 2013. (EI) S. Chang, G. Wang, Q. Huang, and H. Wang, "A novel measure on inversion degree of undoped symmetric double-gate MOSFETs," Chinese Journal of Electronics, Vol.19, No.3, pp.437-440, 2010. (SCI四区) S. Chang, G. Wang, Q. Huang, and H. Wang, "Analytic model for undoped symmetric double-gate MOSFETs with small gate oxide thickness asymmetry," IEEE Transactions on Electron Devices, Vol.56, No.10, pp.2297-2301, 2009. (SCI二区) S. Chang, G. Wang, Q. Huang, and H. Wang, "Analytical solution of fundamental surface potential equations for symmetric double-gate MOSFETs," International Journal of Electronics, Vol.96, No.10, pp.1023-1038, 2009. (SCI四区) S. Chang, G. Wang, Q. Huang, and H. Wang, "High-order accurate approximation for MOSFET surface potential," IET Electronics Letters, Vol. 44, No.5, pp. 381-382, 2008. (SCI四区) W. Liu, F. Wang, Q. Huang, S. Chang, H. Wang and J. He, "MFB-CBRNN: a hybrid network for MI detection using 12-lead ECGs," IEEE Journal of Biomedical and Health Informatics, (DOI:10.1109/JBHI.2019.2910082). (SCI二区) Y. Lv, Y. Liu, W. Qin, S. Chang, C. Jiang, Y. Liu and L. Liao, "Prediction of stable and high-performance charge transport in zigzag Tellurene nanoribbons," IEEE Transactions on Electron Devices, Vol.66, No.5, pp.2365-2369, 2019. (SCI三区) Z. Xue, J. He, Y. Fang, H. Wang, S. Chang, Q. He and Y. Zhu, "A 10-Gbps inductorless optical receiver in 0.18-μm SiGe BiCMOS," Microelectronics Journal, Vol.86, pp.34-39, 2019. (SCI四区) R. Hu, Q. Huang, S. Chang, H. Wang and J. He, "The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction," Applied Intelligence, (accepted for publication). (SCI三区) W. Liu, M. Zhang, Y. Zhang, Y. Liao, Q. Huang, S. Chang, H. Wang and J. He, "Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection," IEEE Journal of Biomedical and Health Informatics, Vol. 22, No. 5, pp. 1434-1444, 2018. (SCI二区) W. Liu, Q. Huang, S. Chang, H. Wang and J.He, "Multiple-feature-branch Convolutional Neural Network for Myocardial Infarction Diagnosis using Electrocardiogram," Biomedical Signal Processing and Control, Vol. 45, No.8, pp. 22-32, 2018. (SCI三区) W. Qin, F. Ren, R.P. Doerner, G. Wei, Y. Lv, S. Chang, M. Tang, H. Deng, C. Jiang and Y. Wang, "Nanochannel structures in W enhance radiation tolerance, " Acta Materialia, Vol.153, pp.147-155, 2018. (SCI一区) [44] J. Luo, J. He, P. Chen, H. Wang, S. Chang and Q. Huang, "Micro-Strip Line 90 Phase shifter with double ground slots for D-band Applications, " Journal of Circuits Systems and Computers, Vol. 27, No. 12, 1850192, 2018. (SCI四区) J. Luo, J. He, H. Wang, S. Chang and X.P. Yu, "A 28 GHz LNA using defected ground structure for 5G application, " Microwave and Optical Technology Letters, Vol. 60, pp.1067-1072, 2018. (SCI四区) X. Song, Q. Huang, S. Chang, J. He and H. Wang, "Lossless medical image compression using geometry-adaptive partitioning and least-square based prediction," Medical Biological Engineering Computing, Vo.56, No. 6, pp.957-966, 2018. (SCI三区) X. Chen, Q. Su, T. Chen, L. Cai, J. Luo, H. Wang, S. Chang, Q. Huang and J. He, "Modeling 3-Port Center-Tapped Spiral Inductors for K-Band VCO," Microwave Journal, Vol.60, No.10, pp.86-98, 2017. (SCI四区) X. Song, Q. Huang, S. Chang, J. He and H. Wang, "Three-dimensional separate descendant-based SPIHT algorithm for fast compression of high-resolution medical image sequences," IET Image Processing, Vol. 11, No.1, pp. 80-87, 2017. (SCI四区) X. Song, Q. Huang, S. Chang, J. He and H. Wang, "Novel Near-Lossless Compression Algorithm for Medical Sequence Images with Adaptive Block-Based Spatial Prediction," Journal of Digital Imaging, Vol. 29, pp. 706-715, 2016. (SCI四区) Y. Lv, Q. Huang, H. Wang, S. Chang and J. He, “A Numerical Study on Graphene Nanoribbon Heterojunction Dual-Material Gate Tunnel FET,” IEEE Electron Device Letters, Vol. 37, No.10, pp. 1354-1357, 2016. (SCI二区) Y. Lv, H. Wang, S. Chang, J. He and Q. Huang, “Band Structure Effects in Extremely Scaled Silicon Nanowire MOSFETs with Different Cross Section Shapes,” IEEE Transactions on Electron Devices, Vol. 62, No.11, pp. 3547-3553, 2015. (SCI二区) H. Wang, S. Chang, J. He, Q. Huang, and G. Wang, “Cross-Sectional Shape Effects of Gate-All-Around Nanowire Field-Effect Transistors,” Journal of Computational and Theoretical Nanoscience, vol. 12, pp. 5171-5178, 2015. Y. Lv, H. Wang, S. Chang, Z. Yu, J. He and Q. Huang, “Band Engineering of Graphene Nanomesh Field Effect Transistor under Multiscale Simulation Framework,” Key Engineering Materials, Vols. 645-646, pp. 98-103, 2015.(EI) H. Wang, S. Chang, Q. Huang, J. He, "A Novel PNIN Barrier Controlled Tunnel FET," Advanced Materials Research, Vol. 1096, pp. 497-502, 2015. (EI) J. He, J. Luo, H. Wang, S. Chang, Q. Huang and Y. Zhang, “A CMOS fifth-derivative Gaussian pulse generator for UWB applications,” Journal of Semiconductors, Vol.35, No.9, 095005, 2014. J. Luo, Q. Huang, S. Chang and H. Wang,“Hardware efficient architecture for compressed imaging,” IEICE Electronics Express, Vol.11, No.14, pp.1-12, 2014. (SCI四区) J. Luo, Q. Huang, S. Chang, X. Song and H. Wang, “Compact Beamformer Design with High Frame Rate for Ultrasound Imaging,” Sensors Transducers, Vol.168, No.4, pp.237-242, 2014.(EI) J. Luo, Q. Huang, S. Chang and H. Wang, “Fast reconstruction with adaptive sampling in block compressed imaging,” IEICE Electronics Express, Vol.11, No.6, pp.1-8, 2014. (SCI四区) Y. Hu, G. Wang, S. Chang, H. Wang and Q. Huang, "Thin film LDMOS on partial SOI with improved breakdown voltage and suppressed Kink effect," International Journal of Electronics, Vol.101, No.1, pp.37-49, 2014. (SCI四区) Y. Hu, G. Wang, S. Chang, H. Wang and Q. Huang, "Effect of silicon window polarity on partial-SOI LDMOSFETs," IET Micro Nano Letters, Vol.7, No.7, pp.628-630, 2012. (SCI四区) Q. Huang, S. Chang, J. Peng, X. Mao, Y. Zhou and H. Wang, "An implementation of SOPC-based neural monitoring system, " IEEE Transactions on Instrumentation Measurement,Vol.61, No.9, pp.2469-2475, 2012. (SCI三区) Y. Hu, Q. Huang, G. Wang, S. Chang and H. Wang, "A novel high voltage (>600V) LDMOSFET with buried N-layer in partial SOI technology" IEEE Transactions on Electron Devices, Vol.59, No.4, pp.1131-1136, 2012. (SCI二区) Q. Huang, S. Chang, and G. Wang, "A novel photoelectric MOSFET with AC output under constant illumination," Optical and Quantum Electronics, Vol.41, No.11-13, pp.795-803, 2010. (SCI四区) H. Wang, G. Wang, S. Chang, and Q. Huang, "High-order element effects of the Green’s function in quantum transport simulation of nanoscale devices," IEEE Transactions on Electron Devices, Vol. 56,No.12,pp.3106-3114,2009. (SCI二区) H. Wang, G. Wang, S. Chang and Q. Huang, "Accelerated solution of Poisson-Schrodinger equations in nanoscale devices by anderson mixing scheme," IET Micro Nano Letters, Vol.4, No.2, pp.122-127, 2009. (SCI四区)

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