联系方式
研究方向
发表的论文
[1] Xiaosong Li, Jingru Sun*, Yichuang Sun, & JiliangZhang. (2025). Synaptic and Myelin Plasticity and Their Synergistic Effects inNeuromorphic Networks. IEEE Transactions on Circuits and Systems I:Regular Papers.
[2] Jingru Sun., Ziyu Qiu., Yichuang Sun, &Simpson, O. (2025). A Self‐Correction Transformer Network for Traffic FlowPrediction Under Dynamic Spatio‐Temporal Distributions. IET IntelligentTransport Systems, 19(1), e70044.
[3] Jingru Sun*, Yao Zhang., Ziyu Qiu., et al. (2025). NWSTAN: alightweight dynamic spatial–temporal attention network for trafficprediction. Neural Computing and Applications, 37(20),14797-14812.
[4] Jingru Sun*, Chendingying Lu, Yichuang Sun, et al. (2025). Online Transfer Learning with MLP-Assisted Graph Convolution Network for Traffic Flow Forecasting: A Solutionfor Edge Intelligent Devices. Frontiers of Information Technology &Electronic Engineering.
[5] Jingru Sun*, Wenjing Ma, Xiaosong Li, et al (2025).Designand application of algae light sensing circuit based on memristor. NonlinearDynamics, 1-24.
[6] Jingru Sun*, Jingwen Sun, J, Xiaosong Li etal. A Review of Recent Developments in Neuromorphic Computing Based onEmerging Memory Devices. Nonlinear Dyn (2025).https://doi.org/10.1007/s11071-025-11727-7
[7] Xiaosong Li, Jingru Sun*, Yichuang Sun, & Jiliang Zhang. (2025). Apower-adaptive neuron model and circuit implementation. NonlinearDynamics, 113(4), 3763-3780.
[8] Qanighui Hong, Q., Guan, Z., Jingru Sun, et al. (2025). Fourier Neural Network Circuit Implementation Based on Direct Weight Determination. IEEJ Transactions on Electricaland Electronic Engineering, 20(4), 514-525.
[9] Xiaosong Li, Jingru Sun*, Yichuang Sun, Chunhua Wang, QinghuiHong, et al. Design of ArtificialNeurons of Memristive Neuromorphic Networks Based on Biological Neural Dynamicsand Structures," in IEEE Transactions on Circuits and Systems I:Regular Papers, doi: 10.1109/TCSI.2023.3332496. 2024.
[10]Xiaosong Li, Jingru Sun* Wenjing Ma,Yichuang Sun, Chunhua. Wang and Jiliang Zhang, "Adaptive Biomimetic Neuronal CircuitSystem Based on Myelin Sheath Function," in IEEE Transactions onConsumer Electronics, doi: 10.1109/TCE.2024.3356563. 2024.
[11]Songyuan Tan, Jingru Sun*, Yiping Tang, Yichuang Sun, Chunhua Wang. Hyperchaoticbilateral random low-rank approximation random sequence generation method andits application on compressive ghost imaging. Nonlinear Dyn (2024). https://doi.org/10.1007/s11071-024-09317-0
[12]Quanli Deng, Chunhua Wang, Jingru Sun, YichuangSun, JinguangJiang, HairongLin, ZekunDeng. "Nonvolatile CMOSMemristor, Reconfigurable Array, and Its Application in Power LoadForecasting," in IEEE Transactions on Industrial Informatics, doi:10.1109/TII.2023.3341256. 2024.
[13]Meiqi Jiang, JingruSun*, Chunhua Wang. et al. An efficient memristive alternating crossbar array and the design offull adder. Nonlinear Dyn (2023).https://doi.org/10.1007/s11071-023-08887-9
[14]Xie Zizhao, Jingru Sun*, Yiping Tang, Xin Tang, Oluyomi Simpson,and Yichuang Sun. "A K-SVD BasedCompressive Sensing Method for Visual Chaotic ImageEncryption" Mathematics 11, no. 7: 1658 2023.(高被引论文)
[15]Hairong Lin, Chunhua Wang, Jingru Sun*, et al. Memristor-coupled asymmetric neuralnetworks: Bionic modeling, chaotic dynamics analysis and encryptionapplication. Chaos, Solitons & Fractals, 166, 2023:112905.
[16]ChunhuaWang, Cong Xu, Jingru Sun*, etal. A memristor-based associative memory neural network circuit with emotioneffect[J]. Neural Computing and Applications, 2023: 1-16.
[17]Jingru Sun, Mu Peng, Qinghui Hong*, et al. "HMIAN: a Hierarchical Mapping andInteractive Attention Data Fusion Network for TrafficForecasting." IEEE Internet of Things Journal, 2022.
[18] JingruSun, Meiqi Jiang, Qi Zhou, Chunhua Wang*, Yichuang Sun.Memristive Cluster Based Compact High-Density Nonvolatile Memory Design andApplication for Image Storage. Micromachines 2022, 13, 844.
[19] Jingru Sun*, Kexin Kang, Yichuang Sun, Qinghui Hong, Chunhua Wang.A multi-value 3D crossbar array nonvolatile memory based on purememristors, The European Physical Journal Special Topics. 2022.
[20]徐聪,王春华,孙晶茹.基于忆阻器的RBM及其在车牌图像处理中的应用. 中国科学:信息科学. 2022,DOI:10.1360/SSI-2022-0027.
主持参与的项目
1. 基于忆阻交叉阵列的存算一体高效逻辑电路研究,国家自然科学基金面上项目,2022年1月——2025年12月,主持。
2. 具有矫正功能的多源异构数据动态时空交通流预测方法研究,湖南省自然科学基金,2021年1月——2023年12月,主持。
3. 多值忆阻器及其构成的多值存储交叉阵列结构研究,20K027,湖南省教育厅创新平台项目,2021年1月—2023年12月,主持。
4. 湖南省交通科技进步与创新计划项目,201837,基于异构数据融合的城市交通流预测及路径推荐的理论与方法研究,2018年7月-2021年6月,主持。
5. 国家自然科学基金面上项目,61674054,无记忆半物理行为框架下异相功率放大器理论与方法研究、2017/1-2020/12,60万元,参与。
6. 国家自然科学基金面上项目,61672216,燃煤烧结工况的鲁棒视觉检测方法研究与应用,2017/1-2017/12,16万元,已结题,参加。
7. 国家自然科学基金面上项目,61571185,多吸引子周期多涡卷混沌系统生成及其宽动态范围宽可调CCCII的电流模式电路实现、2016/1-2019/12,67万元,在研,参加。
8. 湖南省高校创新平台开放基金项目,湘教通[2016]395号,基于新型子谐波巴伦的混频器研究与设计,2016/1-2018/12,6万元,已结题,主持。
9. 湖南省科技计划项目,2014GK3021,超宽带低功耗低噪声放大器及混频器的研究与设计,2014/01-2015/12,4万元,已结题,主持。
10.国家自然科学基金面上项目,61274020,基于线性调谐宽带CDTA 的电流模式连续时间可重构模拟阵列,2013/01-2016/12,80万元,已结题,参加。
11.湖南省高校创新平台基金项目,13K014,深亚微米CMOS集成功率放大器关键技术研究,2013/01—2015/12,6万元,已结题,参加。
12.湖南省高校创新平台基金项目,12K012,超低功耗宽范围频率可调射频集成电路设计及其在多标准通信系统中的应用,2012/01-2014/12,6万元,已结题,参加。
13.湖南省自然科学基金,11JJ6055,电流模式射频集成电路设计方法研究,2011/01-2013/05,2万元,已结题,主持。
14.中央高校基本科研业务费,2010-169,射频集成电路设计的电流模式方法学研究,2010/12-2011/12,2万元,已结题,主持。