研究方向
人工智慧,大數據
科研項目
[1] 國家自然科學基金面上項目,憶阻深層神經網路的多級情感記憶研究,62276239,53萬元,主持.
[2] 國家自然科學基金青年項目,憶阻復混沌系統群的多級複合同步及在保密通信中的套用研究,61603348,22萬元,主持.
[3] 河南省自然科學基金優青項目,面向協同記憶與連結推理的憶阻多層神經網路研究,222300420095,25萬元,主持.
[4] 河南省中原青年拔尖人才項目,憶阻多層神經網路的聯想記憶分析與設計,ZYYCYU202012154,50萬元,主持.
[5] 河南省教育廳高校科技創新團隊計畫,類腦智慧型信息處理與控制,24IRTSTHN023,50萬元,主持.
[6] 河南省教育廳高校科技創新人才計畫,憶阻神經網路的建模與分析,20HASTIT027,60萬元,主持.
[7] 國家自然科學基金面上項目,DNA鏈置換振盪電路設計及其有限時間PID同步研究,62272424,54萬元,排名第2.
社會任職
IEEE Senior member,Cognitive Neurodynamics編委,PhysicaScripta編委,Journalof Electronics and Communication Engineering Research編委,Frontiers in Neurorobotics副編輯,美國數學會數學評論評論員,中國電子學會電路與系統分會委員,國家自然科學基金評審專家。
承擔課程
本科生:《自動控制原理》《控制工程基礎》
研究生:《線性系統理論》
代表性論著
[1] J. Sun, G. Han, Z. Zeng, Y. Wang*. Memristor-based neural network circuit of full-function Pavlov associative memory with time delay and variable learning rate. IEEE Transactions on Cybernetics, 2020, 50(7): 2935–2945. (IF=11.8,中科院一區TOP期刊)
[2] P. Liu, M. Xu, J. Sun*, S. Wen. Cluster synchronization of multiple fractional-order recurrent neural networks with time-varying delays, IEEE Transactions on Neural Networks and Learning Systems, 2021, DOI: 10.1109/TNNLS.2021.3121516. (IF=10.4,中科院一區TOP期刊)
[3] J. Sun, Y. Wang, P. Liu, S. Wen, Y. Wang*. Memristor-based neural network circuit with multimode generalization and differentiation on Pavlov associative memory, IEEE Transactions on Cybernetics, 2023, 53(5): 3351–3362. (IF=11.8,中科院一區TOP期刊)
[4] J. Sun, H. Ji, Y. Wang*. Loop synchronization for three four-dimensional chaotic systems based on DNA strand displacement, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, doi: 10.1109/TSMC.2023.3279651. (IF=8.7,中科院一區TOP期刊)
[5] J. Sun, C. Li, Z. Wang, Y. Wang*. A memristive fully connect neural network and application of medical image encryption based on central diffusion algorithm. IEEE Transactions on Industrial Informatics, 2023, doi: 10.1109/TII.2023.3312405. (IF=12.3,中科院一區TOP期刊)
[6] J. Sun, Y. Yue, YC. Wang, YF. Wang*. Memristor-based operant conditioning neural network with blocking and competition effects, IEEE Transactions on Industrial Informatics, 2023. (IF=12.3,中科院一區TOP期刊)
[7] J. Sun, M. Zang, P. Liu, Y. Wang*. A secure communication scheme of three-variable chaotic coupling synchronization based on DNA chemical reaction networks, IEEE Transactions on Signal Processing, 2022, 70: 2362-2373. (IF=5.4,中科院一區TOP期刊)
[8] J. Sun, Y. Shen*. Quasi-ideal memory system, IEEE Transactions on Cybernetics, 2015, 45(7), 1353-1362. (IF=11.8,中科院一區TOP期刊)
[9] J. Sun, Y. Wang, S. Wen, Y. Wang*. Memristor-based circuit design of PAD emotional space and its application in mood congruity, IEEE Internet of Things Journal, 2023, 10(18): 16332-16342. (IF=10.6,中科院一區TOP期刊)
[10] J. Sun, Y. Zhai, P. Liu, Y. Wang*. Memristor-based neural network circuit of associative memory with overshadowing and emotion congruent effect. IEEE Transactions on Neural Networks and Learning Systems, 2024, DOI: 10.1109/TNNLS.2023.3348553. (IF=10.4,中科院一區TOP期刊)