杨乐 博士 讲师
地址:湖北武汉东湖新技术开发区光谷一路206号suncitygroup太阳新城1楼121室
邮编:430205
mail:leyangmail@163.com
教育背景
2015-2019:华中科技大学,控制科学与工程,博士
2012-2014:华中农业大学,农业工程,硕士
2008-2012:黄淮学院,通信工程,学士
工作履历
2020-至今:太阳成集团的官方网站,suncitygroup太阳新城,讲师
研究领域
(1)新一代人工智能硬件电路设计
(2)存算一体化计算架构、非冯.诺伊曼计算架构
(3)类脑智能与深度学习、认知计算
实验条件与竞赛
拥有相应的电子电路焊接与实验平台,以及FPGA开发板、树莓派智能小车、智能人形机器人、STM32单片机开发板等开发套件。指导学生参与蓝桥杯信息技术大赛、全国大学生电子设计竞赛、嵌入式系统设计竞赛、FPGA开发大赛、互联网+大学生创新创业大赛等。
学术成果
1.作为项目负责人主持国家自然科学基金—青年科学基金项目1项,湖北省教育厅科学研究计划指导性项目1项,智能机器人湖北省重点实验室创新基金项目1项,校级科研基金项目1项。
主持项目:
国家自然科学基金委员会,青年项目,62106181,基于忆阻的类脑可重构神经形态电路分析与设计,2022-01至2024-12,在研,主持;
湖北省教育厅科学研究计划指导性项目,B2022058,基于忆阻的长短时记忆神经网络电路设计及其在语音识别中的应用,2022-01至2023-12,主持。
参与项目:
国家自然科学基金委员会,面上项目,61673187,忆阻神经形态计算系统的理论分析与电路设计,2017-01至2020-12, 参加。
2.已发表SCI、EI论文30余篇,其中以第一作者、通讯作者发表SCI论文11篇,EI论文4篇。以第一作者身份发表教研论文3篇。以第一发明人身份申请发明专利4项,已授权2项。
发表论文:
[1] Le Yang, Zhigang Zeng, Yi Huang and Shiping Wen, Memristor-based circuit implementations of recognition network and recall network with forgetting stages, IEEE Transactions on Cognitive and Developmental Systems, 2018.(SCI论文)
[2] Le Yang, Zhigang Zeng and Shiping Wen, A full-function pavlov associative memory implementation with memristance changing circuit, Neurocomputing, 2018. (SCI论文)
[3] Le Yang, Zhigang Zeng and Xinming Shi, A memristor-based neural network circuit with synchronous weight adjustment, Neurocomputing, 2019. (SCI论文)
[4] Le Yang, Zhigang Zeng, Zhansong Ma and Wenqi Shan, A memristive dual-slope A/D converter, International Journal of Circuit Theory and Applications, 2020. (SCI论文)
[5] Le Yang, Zhigang Zeng and Yi Huang, An associative-memory-based reconfigurable memristive neuromorphic system with synchronous weight training,
IEEE Transactions on Cognitive and Developmental Systems, 2020. (SCI论文)
[6] Le Yang and Zhixia Ding, A memristor-based high-resolution A/D converter, Electronics, 2022. (SCI论文)
[7] Le Yang, Zhixia Ding and Zhigang Zeng, Memristor crossbar-based Pavlov associative memory network for dynamic information correlation, AEU - International Journal of Electronics and Communications, 2023. (SCI论文)
[8] Le Yang, Zhixia Ding, Yanyang Xu and Zhigang Zeng, Memristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment, Complex & Intelligent Systems, 2024. (SCI论文)
[9] Ming Cheng, Le Yang, Zhixia Ding, Sai Li, Jun Lei, An improved memristive current mirror circuit for continuous adjustable current output, AEU - International Journal of Electronics and Communications, 2023. (通讯作者、SCI论文)
[10] Zhixia Ding, Zhirui Chen, Ting Su, Sai Li, and Le Yang, A generalization and differentiation circuit implementation based on neural mechanisms, IEEE Transactions on Nanotechnology, 2023. (通讯作者、SCI论文)
[11] Zhixia Ding, Ting Su, Sai Li and Le Yang. Memristor-based circuit design of continuous adjustable direct-current voltage source, International Journal of Circuit Theory and Applications, 2022. (通讯作者、SCI论文)
[12] Le Yang and Zhigang Zeng, A memristor-cmos hybrid circuit for classical conditioning reflex, International Conference on Information Science and Technology, 2018. (EI论文)
[13] Le Yang, Zhixia Ding, Hongfei Liu, et al. Memristor-based brain-like reconfigurable neuromorphic system. 2021 International Conference on Neuromorphic Computing (ICNC). IEEE, 2021.(EI论文)
[14] 丁芝侠,黄莎莉,李赛,杨乐,电子与信息学报,2022. (通讯作者、EI论文)
[15] Ming Cheng, Le Yang, Zhixia Ding, Sai Li, and Jun Lei, Circuit design of a novel
analog multiplier,” in 2023 9th International Conference on Control Science and Systems Engineering (ICCSSE), 2023. (通讯作者、EI论文)
[16] Xinming Shi, Zhigang Zeng, Le Yang and Yi Huang, Memristor-based circuit design for neuron with homeostatic plasticity, IEEE Transactions on Emerging Topics in Computational Intelligence, 2018. (SCI论文)
[17] Zhixia Ding, Zhigang Zeng, Le Yang and Sai Li. Global dissipativity and quasi-mittag-leffler synchronization of fractional-order discontinuous complex-valued neural networks, IEEE Transactions on Neural Networks and Learning Systems, 2022. (SCI论文)
[18] Guan Wang, Zhixia Ding, Sai Li, Le Yang and Rui Jiao. Finite-time lag projective synchronization of nonidentical fractional delayed memristive neural networks, Journal of the Franklin Institute, 2022. (SCI论文)
[19] 杨乐,徐晏阳,丁芝侠,李赛. 融合STDP规则的忆阻联想记忆电路. 武汉大学学报(理学版), 2023.
[20] 杨乐,丁芝侠,李赛, 自动化专业计算机网络课程实验的教学研究,实验科学与技术,2023.(教学研究论文)
[21] 杨乐,陈柳, 注重学生体验的课程思政案例融入探索, 现代商贸工业, 2023.(教学研究论文)
[22] 杨乐,新一代智能硬件技术研究生课程的教学探索, 科教文汇,2023.(教学研究论文)
发明专利:1. 一种基于忆阻的神经元电路(第一发明人,已授权)
2. 一种基于忆阻器的AD转换电路(第一发明人,已授权)
3.一种忆阻反向传播神经网络电路及其控制方法(第一发明人)
4.一种忆阻联想记忆神经网络电路及其控制方法(第一发明人)
5. 基于忆阻器的输出连续可调电流源及控制方法(第一发明人)
实用新型专利: 1. 一种车辆综合防盗报警系统
2. 一种立体自动化教学展示平台