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Complex-Valued Neural Networks: A Comprehensive Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:
ChiYan Lee
;
Hideyuki Hasegawa
;
Shangce Gao
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/08/01
Complex activation function
complex backpropagation algorithm
complex-valued learning algorithm
complex-valued neural network
deep learning
The Module-Phase Synchronization of Complex-Valued Neural Networks with Time-Varying Delay and Stochastic Perturbations
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 卷号: 34, 期号: 6, 页码: 2139-2154
作者:
Nian Fuzhong
;
Li Jia
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  |  
浏览/下载:14/0
  |  
提交时间:2021/12/17
Complex-valued neural networks
exponential module-phase synchronization
Lyapunov function
time-varying delay
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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  |  
浏览/下载:15/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3555-3569
作者:
Qi, Yimeng
;
Jin, Long
;
Wang, Yaonan
;
Xiao, Lin
;
Zhang, Jiliang
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  |  
浏览/下载:20/0
  |  
提交时间:2021/01/07
Computational modeling
Convergence
Mathematical model
Recurrent neural networks
Perturbation methods
Robots
Numerical models
Complex domain
discrete-time neural dynamics (DTND)
quasi-Newton Broyden-Fletcher-Goldfarb-Shanno (BFGS)
quadratic programming (QP)
Interval forecasting of exchange rates: a new interval decomposition ensemble approach
期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 页码: 28
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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  |  
浏览/下载:12/0
  |  
提交时间:2020/05/24
Exchange rate forecasting
Interval-valued data
Autoregressive model
Neural networks
Bivariate empirical mode decomposition
Deep Supervised Hashing for Fast Image Retrieval
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 9, 页码: 1217-1234
作者:
Liu, Haomiao
;
Wang, Ruiping
;
Shan, Shiguang
;
Chen, Xilin
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  |  
浏览/下载:73/0
  |  
提交时间:2019/12/10
Image retrieval
Hashing
Convolutional network
Contrastive loss
Triplet ranking loss
A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Convergence
期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 50, 页码: 1589-1609
作者:
Liu, Yan
;
Yang, Dakun
;
Li, Long
;
Yang, Jie
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Neuro-fuzzy
TS system
Split-complex valued
Neural networks
Convergence
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks
会议论文
16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, 2019-07-10
作者:
Qiu, Yue
;
Lin, Qiu-Hua
;
Kuang, Li-Dan
;
Zhao, Wen-Da
;
Gong, Xiao-Feng
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Track Control of Complex-valued Recurrent Neural Networks Based on the Hanaly's Inequality
会议论文
作者:
Bao, Gang
;
Lian, Cheng
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Global Exponential Synchronization of Complex-Valued Neural Networks with Time Delays via Matrix Measure Method
期刊论文
Neural Processing Letters, 2019, 卷号: Vol.49 No.1, 页码: 187-201
作者:
Dong Xie
;
Yueping Jiang
;
Minghua Han
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/13
Complex-valued
neural
networks
Global
exponential
synchronization
Matrix
measure
Halanay
inequality
Time
delays
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