研究方向
期刊论文
- Yujiao Huang*, Xiaoyan Wang, Haixia Long and Xuhua Yang. Synthesization of high-capacity auto-associative memories using complex-valued neural networks.Chinese Physics B, 2016, DOI 10.1088/1674-1056/25/12/120701
- Yujiao Huang*, Haigen Hu. Multistability of delayed complex-valued recurrent neural networkswith discontinuous real-imaginary-type activation functions.Chinese Physics B, 2015, DOI 10.1088/1674-1056/24/12/120701
- Yujiao Huang*, Huaguang Zhang and Zhanshan Wang. Multistability of complex-valued recurrent neural networks with real-imaginary-type activation functions.Applied Mathematics and Computation, 2014, DOI 10.1016/j.amc.2013.12.027
- Yujiao Huang*, Huaguang Zhang and Zhanshan Wang. Dynamical stability analysis of multiple equilibrium points in time-varying delayed recurrent neural networks with discontinuous activation functions.Neurocomputing, 2012, DOI 10.1016/j.neucom.2012.02.016
- Yujiao Huang*, Huaguang Zhang and Zhanshan Wang. Stability and attractive basins of multiple equilibria in two-neuron networks with delays.Chinese Physics B, 2012, DOI 10.1088/1674-1056/21/7/070701
- Yujiao Huang*, Huaguang Zhang and Zhanshan Wang. Multistability and multiperiodicity of delayed bidirectional associative memory neural networks with discontinuous activation functions.Applied Mathematics and Computation, 2012, DOI 10.1088/1674-1056/24/12/120701
- Huaguang Zhang,Yujiao Huang*, Binrui Wang, Zhanshan Wang.Design and analysis of associative memories based on external inputs of delayed recurrent neural networks.Neurocomputing, 2014, DOI 10.1016/j.neucom.2013.12.014
- Huaguang Zhang,Yujiao Huang*, Tiaoyang Cai, Zhanshan Wang.Dynamical stability analysis of delayed recurrent neural networks with ring structure.International Journal of Modern Physics B, 2014, DOI 10.1142/S0217979214501185
科研项目
- 国家自然科学基金(61503338) “忆阻递归神经网络的多重稳定性理论研究” 负责人
- 浙江省自然科学基金青年基金(LQ15F030005) “忆阻神经网络的多稳定性理论及其在联想记忆中的应用” 负责人
- 中央高校基本科研业务费项目研究生科研创新项目(N110604005) “不连续递归神经网络系统的多稳定性研究与应用” 负责人
- 东北大学优秀博士学位论文培育项目 “基亍递归神经网络模型的多稳定性研究” 负责人
- 国家自然科学基金(61573316) “元演变自适应进化计算研究” 第三参与人
- 浙江省自然科学基金青年基金(LQ15F020006) “基于概率转移矩阵的晶体管级广义门电路可靠性计算方法” 第三参与人
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