基于信号统计特征及复学习率的复值神经网络学习算法研究

61671099
2016
F0111.信号理论与信号处理
张会生
面上项目
教授
大连海事大学
58万元
复值学习率;复梯度学习算法;统计特征;稀疏性;复值神经网络
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 The Symmetric and Antipersymmetric Solutions of the Matrix Equation A1X1B1 + A2X2B2 + . . . + AlXlBl = C and Its Optimal Approximation 会议论文 Zhang Ying
2 An algorithm for judging and generating multivariate quadratic quasigroups over Galois fields 期刊论文 Zhang Ying;Zhang Huisheng
3 Learning algorithms in quaternion neural networks using ghr calculus 期刊论文 Xu D.;Zhang L.;Zhang H.
4 Convergence Analysis of the Learning Algorithms for Multi-Valued Neurons 会议论文 Shuang Liang;Dongpo Xu;Jinling Liang
5 Some results on circulant and skew circulant type matrices with k-Fibonacci sequences 会议论文 Zhang Ying
6 The augmented complex-valued extreme learning machine 期刊论文 Zhang Huisheng;Wang Yuanyuan;Xu Dongpo;Wang Jing;Xu Lihong
7 柔性认知计算模式与方法研究 奖励 刘洪波;陈月辉;邱天爽;计明军;张会生
8 Augmented Quaternion Extreme Learning Machine 期刊论文 Zhang Huisheng;Lv Hui
9 An adaptive neuro-complex-fuzzy-inferential modeling mechanism for generating higher-order TSK models 期刊论文 Liu Yan;Liu Fang
10 Quaternion Extreme Learning Machine 会议论文 Lv Hui;Zhang Huisheng
11 Convergence of Quasi-Newton Method for Fully Complex-Valued Neural Networks 期刊论文 Xu Dongpo;Dong Jian;Zhang Chengdong
12 A generalized algorithm for justifying and generating bilinear multivariate quadratic quasigroups over galois fields 期刊论文 Zhang Ying
13 Convergence of the RMSProp deep learning method with penalty for nonconvex optimization 期刊论文 Dongpo Xu;Shengdong Zhang;Huisheng Zhang;Danilo P. Mandic
14 Online gradient method with smoothing l(0) regularization for feedforward neural networks 期刊论文 Zhang Huisheng;Tang Yanli
15 A complex conjugate gradient training algorithm with Barzilai-Borwein stepsize for complex-valued neural networks 会议论文 Wang Xue;Xu Qiushi;Zhang Huisheng
16 Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks 期刊论文 Zhang Huisheng;Zhang Ying;Zhu Shuai;Xu Dongpo
17 Is a complex-valued stepsize advantageous in compelx-vlaued gradient learning algorithms? 奖励 张会生
18 The Octonion Extreme Learning Machine 会议论文 Zhang Ke;Zhu Shuai;Wang Xue;Zhang Huisheng
19 Augmented Online Sequential Quaternion Extreme Learning Machine 期刊论文 Zhu Shuai;Wang Hui;Lv Hui;Zhang Huisheng
20 四元数导数理论及其在信号处理中的应用 奖励 徐东坡;Danilo P. Mandic
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享