科研项目（经费支持)
1.
国家自然科学基金，61601376，基于稀疏小世界网络和谱聚类算法的新型忆阻神经形态计算系统研究，2017-01-01至2019-12-31，25.48万，在研，主持。
2.
重庆市基础科学与前沿技术研究专项，cstc2016jcyjA0547, 三维忆阻细胞神经网络设计、电路实现及其在图像处理中的应用,
2016/07-2019/06，5万，在研，主持
3.
西南大学博士基金，SWU116005，基于忆阻器和共振隧穿二极管（RTD)的多层细胞神经网络及其应用研究，2016/7-2018/6，20万，在研，主持
4.
中央高校基本业务费专项，XDJK2016C149，忆阻小世界神经形态计算系统及应用研究，2016/4-2017/12，5万，在研，主持
5.
西南大学博士后基金，多层细胞神经网络及图像处理，2016.5-2018.4,3万，在研，主持
6. 国家自然科学基金, 61672436,
基于多模感知和移动互联网协作的导盲系统关键问题研究, 75.2万，在研，主研
学术论文
1. Xiaofang Hu, Gang Feng,
Shukai Duan*, Lu Liu. A Memristive Multilayer Cellular Neural Network with
Applications to Image Processing, IEEE Transactions on Neural Networks and
Learning Systems, Article in Press, 2016, doi: 10.1109/TNNLS.2016.2552640.
(SCI)
2. Shukai Duan*, Xiaofang Hu*, Zhekang Dong, Lidan Wang, Pinaki
Mazumder, Memristor-Based Cellular Nonlinear/Neural Network: Design, Analysis,
and Applications, IEEE Transactions on Neural Networks and Learning Systems,
2015, 26(6): 1202 -1213. (SCI)
3. Xiaofang Hu, Gang Feng, Shukai Duan*, Lu
Liu. Multilayer RTD-Memristor-Based Cellular Neural Networks for Color Image
Processing. Neurocomputing, 2015, 162:150–162. (SCI)
4. Xiaofang Hu, Shukai
Duan*, Guanrong Chen, Ling Chen. Modeling Affections with Memristor-Based
Associative Memory Neural Networks. Neurocomputing, 2017, 223: 129-137.
(SCI)
5. Xiaofang Hu*, Gang Feng, Lu Liu, Shukai Duan, Composite
Characteristics of Memristor Series and Parallel Circuits, International Journal
of Bifurcation and Chaos, 2015, 25(08): 1530019 (1-15). (SCI)
6. Li Luo,
Xiaofang Hu, Shukai Duan*, Zhekang Dong, Lidan Wang, Multiple Memristor
Series-Parallel Connections with Use in Synaptic Circuit Design, IET Circuits,
Devices & Systems, 2017,11(02): 123-134. (SCI, March 2017)
7. Xiaofang
Hu, Guanrong Chen*, Shukai Duan. A novel memristive cellular neural network with
time-variant templates, Perspectives in Science, 2016, 7: 126-132.
8.
Xiaofang Hu, Guanrong Chen, Shukai Duan, Gang Feng. A Memristor-Based Chaotic
System with Boundary Conditions. Memristor Networks, A. Adamatzky and L.O. Chua
eds., Springer Publisher, 2014: 351-364.
9. Xiaofang Hu, Shukai Duan*,
Adaptive Synchronization of Memristor-based Chaotic Neural Systems, Journal of
Engineering Science and Technology Review, 2015, 8(2):17-23. (EI)
10.
Xiaofang Hu, Shukai Duan*, Lidan Wang, A novel chaotic neural network using
memristors with applications in associative memory, Abstract and Applied
Analysis, 2012, 2012:1-19. (SCI)
11. Xiaofang Hu, Shukai Duan*, Lidan Wang,
Xiaofeng Liao, Memristive crossbar array with applications in Image processing,
Science China Information Sciences, 2012, 55(2): 461-472. (SCI)
12. Shukai
Duan, Zhekang Dong, Xiaofang Hu*, Lidan Wang, Hai Li, Small-world Hopfield
neural networks with weight salience priority and memristor synapses for digit
recognition, Neural Computing and Applications, 2016, 27(4):837-844.
(SCI)
13. Shukai Duan*, Yi Zhang, Xiaofang Hu*, Lidan Wang, Chuandong Li,
Memristor-based Chaotic Neural Networks for Associative Memory, Neural Computing
and Applications, 2014, 25: 1437-1445. (SCI)
14. Shukai Duan, Xiaofang Hu*,
Lidan Wang, Shiyong Gao, Chuandong Li, Hybrid Memristor /RTD Structure Based
Cellular Neural Networks with Applications in Image processing, Neural Computing
and Applications, 2014, 25(2): 291~296. (SCI)
15. Shukai Duan, Xiaofang Hu*,
Lidan Wang, Chuandong Li, Analog memristive memory with applications in Audio
signal storage, Science China Information Sciences, 2014, 57(4): 1-15.
(SCI)
16. Shukai Duan, Xiaofang Hu, Lidan Wang*, Chuandong Li,
Pinakimazumder, Memristor-based RRAM with applications, Science China
Information Sciences, 2012, 55(6): 1446-1460. (SCI)
17. Ling Chen, Chuandong
Li*, Tingwen Huang, Xiaofang Hu, Yiran Chen, The bipolar and unipolar reversible
behavior on the forgetting memristor model, Neurocomputing, 2016, 171:
1637-1643. (SCI)
18. Xiaofang Hu, Shukai Duan*, Lidan Wang, Memristive
multilevel memory with applications in audio signal storage, Lecture Notes in
Computer Science, 2011, 7002(1): 228-235. (EI)
19. Shukai Duan, Xiaofang Hu,
Lidan Wang*, Shiyong Gao, Resonant Tunneling Diodes-Based Cellular Nonlinear
Networks with Fault Tolerance Analysis, Mathematical Problems in Engineering,
2013, 2013: 1-8. (SCI)
20. 胡小方, 段书凯*, 王丽丹, 廖晓峰, 忆阻器交叉阵列及在图像处理中的应用, 中国科学:
信息科学, 2011, 41(4): 500-512.
21. 胡小方, 段书凯*, 王丽丹, 李传东, 脉冲控制忆阻模拟存储器, 电子科技大学学报,
2011, 40(5): 642-647. (EI)
22. 董哲康, 段书凯, 胡小方, 王丽丹. 两类纳米级非线性忆阻器模型及串并联研究. 物理学报.
2014, 63: 128502 (1-17). (SCI)
23. 王丽丹, 段美涛, 段书凯*, 胡小方, 基于STDP
规则和忆阻桥突触的神经网络及图像处理, 中国科学: 信息科学, 2014, 44(7): 920-930.
24. 夏思为, 段书凯*, 王丽丹,
胡小方, 基于忆阻神经网络PID控制器设计,计算机学报, 2013, 36(12): 2577-2586. (EI)
25. 段书凯, 胡小方,
王丽丹*, 李传东, MazumderPinaki, 忆阻器阻变随机存取存储器及其在信息存储中的应用, 中国科学:信息科学, 2012, 42(6):
754-769
会议报告及论文
26. Xiaofang Hu, Gang Feng, Shukai Duan*, Weihong Yin,
Guanrong Chen, A Memristor-based Chaotic System with Bifurcation Analysis,
International Conference on Information Systems and Communication Network
Systems Autumn Meeting, Singapore, 2014.11.14-11.15
27. Xiaofang Hu, Gang
Feng, Hai Li, Yiran Chen, Shukai Duan*, An Adjustable Memristor Model and Its
Application in Small-world Neural Networks, 2014 International Joint Conference
on Neural Networks (IJCNN), Beijing, China, 2014.7. 6-7.11
28. Wei Wen,
Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen*, An EDA
Framework for Large Scale Hybrid Neuromorphic Computing Systems, 52nd IEEE
Design Automation Conference (DAC), San Francisco, CA, USA,
2015.06.07-06.11
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