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2009, ISBN 9781605662145
"This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters"--Provided by publisher. 
Neural networks (Computer science) | Numbers, Complex | Biology, life sciences
eBook
Neurocomputing (Amsterdam), ISSN 0925-2312, 2016, Volume 171, pp. 179 - 184
In this paper, the problem on the global exponential stability of complex-valued neural networks with both leakage delay and time-varying delays on time scales... 
Leakage delay | Complex-valued linear matrix inequality | Exponential stability | Time-varying delay | Complex-valued neural networks | GLOBAL STABILITY | DYNAMICS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2015, Volume 159, Issue 1, pp. 96 - 104
In this paper, the stability of complex-valued neural networks with probabilistic time-varying delays is investigated. Two important integral inequalities that... 
Complex-valued linear matrix inequality | Stability | Probabilistic time-varying delays | Complex-valued neural networks | CRITERIA | EXPONENTIAL STABILITY | GLOBAL STABILITY | NONLINEARITIES | PARAMETERS | STOCHASTIC DELAY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | SYNCHRONIZATION | DYNAMICS | ASSOCIATIVE MEMORY | Neural networks | Analysis
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 2011, Volume 217, Issue 24, pp. 10066 - 10073
In this paper, a new complex-valued recurrent neural network (CVRNN) called complex-valued Zhang neural network (CVZNN) is proposed and simulated to solve the... 
Complex-valued time-varying matrix inversion | Complex-valued Zhang neural network | Matrix-valued error function | Superior convergence | Complex-valued recurrent neural network | MATHEMATICS, APPLIED | Design parameters | Computer simulation | Neural networks | Inversions | On-line systems | Mathematical models | Online | Convergence
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2016, Volume 171, pp. 1158 - 1166
In this paper, we are concerned with the existence, uniqueness and global asymptotic stability of equilibrium point for a class of complex-valued... 
Global asymptotic stability | Complex-valued Cohen–Grossberg neural networks | Inequality techniques | The existence and uniqueness of equilibrium point | Complex-valued Cohen-Grossberg neural networks | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 04/2017, Volume 233, pp. 104 - 115
In this paper we present a Complex-Valued Recurrent Neural Network (CVRNN), trained with a recursive Levenberg-Marquardt (LM) learning algorithm in the complex... 
Recurrent complex-valued neural network | Complex-valued Levenberg-Marquard | Adaptive neural control | Nonlinear oscillatory plants | Complex-valued backpropagation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Network architecture | Control systems | Algorithms | Data mining | Neural networks | Robots
Journal Article
Applied Optics, ISSN 1559-128X, 01/2013, Volume 52, Issue 1, pp. 45 - 56
This paper gives the reader a personal tour through the field of phase retrieval and related works that lead up to or cited the paper "Phase Retrieval... 
TOMOGRAPHY | SUPPORT | CONVERGENCE PROPERTY | COMPLEX-VALUED OBJECT | FOURIER-TRANSFORM | TRANSVERSE TRANSLATION DIVERSITY | IMAGE-RECONSTRUCTION | SPECKLE PATTERNS | INTENSITY | OPTIMIZATION | OPTICS
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 332, pp. 149 - 158
This paper focus on the synchronization of complex-valued neural networks (CVNNs) with both discrete and distributed two additive time-varying delays. By... 
Additive time-varying delays | Complex-valued linear matrix inequality | Synchronization | Complex-valued neural networks | DISCRETE | FAILURES | SYSTEMS | BOUNDEDNESS | ASYMPTOTIC STABILITY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | DEPENDENT STABILITY-CRITERIA | Yuan (China) | Neural networks
Journal Article
Neural networks, ISSN 0893-6080, 2017, Volume 86, pp. 90 - 101
Journal Article
Fuzzy Sets and Systems, ISSN 0165-0114, 05/2018, Volume 338, pp. 23 - 39
In this paper, the global exponential convergence of T–S fuzzy complex-valued neural networks with time-varying delays and impulsive effects is discussed. By... 
Complex-valued linear matrix inequality | T–S fuzzy model | Time-varying delay | Impulsive effect | Complex-valued neural network | Convergence | MATHEMATICS, APPLIED | NEUTRAL-TYPE | LAGRANGE STABILITY | T-S fuzzy model | INVARIANT | STATISTICS & PROBABILITY | DISTRIBUTED DELAYS | SYSTEMS | COMPUTER SCIENCE, THEORY & METHODS | ASYMPTOTIC STABILITY
Journal Article
Neural networks, ISSN 0893-6080, 2016, Volume 81, pp. 16 - 28
This paper deals with the problem of synchronization of fractional-order complex-valued neural networks with time delays. By means of linear delay feedback... 
Fractional-order | Time delay | Synchronization | Complex-valued neural networks | CHAOS | MU-STABILITY | EXPONENTIAL STABILITY | STABILITY ANALYSIS | DYNAMICS | NEUROSCIENCES | BIFURCATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Time Factors | Feedback | Neural Networks (Computer) | Neural networks | Numerical analysis
Journal Article
Neurocomputing, ISSN 0925-2312, 06/2017, Volume 243, pp. 49 - 59
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 2014, Volume 25, Issue 9, pp. 1709 - 1713
This brief points out two mistakes in a recently published paper on complex-valued recurrent neural networks (RNNs). Moreover, a new condition for the... 
Complex-valued neural networks | time delay | stability | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE | GLOBAL STABILITY | COMPUTER SCIENCE, THEORY & METHODS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 2016, Volume 65, Issue 1, pp. 29 - 50
Journal Article
Neurocomputing, ISSN 0925-2312, 09/2016, Volume 207, pp. 165 - 177
Sleep staging is a significant step in the diagnosis and treatment of sleep disorders. Sleep scoring is a time-consuming and difficult process. Given that... 
Complex-valued nonlinear features | Sleep scoring | Complex-valued neural network | EEG | Machine learning | LYAPUNOV EXPONENTS | RECOGNITION | CLASSIFICATION | ARTIFICIAL NEURAL-NETWORK | AGREEMENT | DOPPLER SIGNALS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES | CHANNEL | Sleep disorders | Algorithms | Sleep | Neural networks | Electroencephalography | Data mining
Journal Article
by Du, Bo
Asian Journal of Control, ISSN 1561-8625, 03/2018, Volume 20, Issue 2, pp. 881 - 892
This paper is devoted to investigating a class of complex‐valued neural networks with bounded and unbounded delays. By means of Mawhin's continuation theorem,... 
periodic solution | Bounded and unbounded delays | complex‐valued | Mawhin's continuation theorem | GLOBAL EXPONENTIAL STABILITY | TIME-VARYING DELAYS | complex-valued | AUTOMATION & CONTROL SYSTEMS | Neural networks | College teachers
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2015, Volume 165, pp. 433 - 435
In the article, Neurocomputing 144 (2014) 391-407 Assumption 1 and Assumption 2 are wrong and thus Theorem 1 and Theorem 3 needs some improvement. Therefore,... 
Complex-valued LMIs | Complex-valued neural networks | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Neural networks
Journal Article
Neurocomputing, ISSN 0925-2312, 09/2015, Volume 164, pp. 293 - 299
This paper studies a class of complex-valued neural networks with time-varying delays. By using the conjugate system of the complex-valued neural networks and... 
Global exponential stability | Time-varying delays | Complex-valued neural networks | ROBUST STABILITY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM | Neural networks
Journal Article