Epileptic Seizure Prediction by a System of Particle Filter Associated with a Neural Network (2009)
Derong Liu, Zhongyu Pang, Zhuo Wang
None of the current epileptic seizure prediction methods can widely be accepted, due to their poor consistency in performance. In this work, we have developed a novel approach to analyze intracranial...
Epileptic Seizure Prediction by a System of Particle Filter Associated with a Neural Network (2009)
Derong Liu, Zhongyu Pang, Zhuo Wang
None of the current epileptic seizure prediction methods can widely be accepted, due to their poor consistency in performance. In this work, we have developed a novel approach to analyze intracranial...
Bradburne, Christopher, Chung, Myung-Chul, Zong, Qin, Schlauch, Karen, Liu, Derong, Popova, Taissia, ...
Abstract Background Bacillus anthracis secretes several virulence factors targeting different host organs and cell types during inhalational anthrax infection. The bacterial expression of a key...
Multiuser detection using the Taguchi method for the DS-CDMA systems (2008)
Ying Cai, Student Member, Derong Liu
Abstract—We study multiuser detection for direct-sequence code-division multiple-access systems in a multipath environment. Systems with unknown channel information are considered and the...
Abstract. This paper investigates the problem of asymptotic stability for a class of linear shift-invariant discrete systems with multiple independent variables. We establish the equivalence of this...
Derong Liu, Xiaoxu Xiong, Student Member, Bhaskar Dasgupta, Senior Member, Huaguang Zhang, ...
Abstract — In this paper, we study the problem of motif discoveries in unaligned DNA and protein sequences. The problem of motif identification in DNA and protein sequences has been studied for...
Guisheng Zhai, Senior Member, Derong Liu, Joe Imae
Abstract—We analyze stability for switched systems which are composed of both continuous-time and discrete-time subsystems. By considering a Lie algebra generated by all subsystem matrices, we show...
Derong Liu, Xiaoxu Xiong, Student Member, Bhaskar Dasgupta, Senior Member, Huaguang Zhang, ...
Abstract—In this paper, we study the problem of motif discoveries in unaligned DNA and protein sequences. The problem of motif identification in DNA and protein sequences has been studied for many...
SYNCHRONIZATION OF A CLASS OF DELAYED CHAOTIC NEURAL NETWORKS WITH FULLY UNKNOWN PARAMETERS 1 (2008)
Huaguang Zhang, Yinghui Xie, Derong Liu
Abstract. This paper presents a global asymptotic synchronization scheme for a class of delayed chaotic neural networks when the parameters of the drive system are fully un-known and different from...
Huaguang Zhang, Senior Member, Shuxian Lun, Derong Liu
Abstract—This paper studies the fuzzy filter design problem for signal estimation of nonlinear discrete-time systems with multiple time delays and unknown bounded disturbances. First, the...
A Constructive Algorithm for Feedforward Neural Networks With Incremental Training (2008)
Derong Liu, Tsu-shuan Chang, Yi Zhang
Abstract—We develop, in this brief, a new constructive learning algorithm for feedforward neural networks. We employ an incremental training procedure where training patterns are learned one by...
Cloning Template Design of Cellular Neural Networks for Associative Memories (2008)
E. Fornasini, G. Marchesini, Derong Liu
synthesis of 2-D filter structures using Fornasini-Marchesini
Simultaneous Blind Separation of Instantaneous Mixtures With Arbitrary Rank (2008)
Derong Liu, Sanqing Hu, Huaguang Zhang, Senior Member
Abstract—This paper presents a gradient-based method for simultaneous blind separation of arbitrarily linearly mixed source signals. We consider the regular case (i.e., the mixing matrix has full...
A multipath interference cancellation technique for WCDMA
2004b] “Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach (2008)
Huaguang Zhang, Zhiliang Wang, Derong Liu
In this paper, the problem of chaotifying the continuous-time fuzzy hyperbolic model (FHM) is studied. By tracking the dynamics of a chaotic system, a controller based on inverse optimal control and...
This report introduces two main categories of call admission control algorithms in integratedservices network, namely effective bandwidth (EBW) approach and measurement-based admission control...
This paper presents a new synthesis procedure (design algorithm) for cellular neural networks with spaceinvariant cloning template with applications to associative memories. In the present synthesis...
Variable Bit Rate Video in ATM Network: Models and Statistical Characteristics (2007)
This report introduces some basic issues regarding the transmission of variable bit rate (VBR) video in asynchronous transfer mode (ATM) networks with concentration on VBR video models and...
A Self-Learning Call Admission Control Scheme for CDMA Cellular Networks (2005)
Derong Liu, Yi Zhang, Student Member, Huaguang Zhang, Senior Member
Abstract—In the present paper, a call admission control scheme that can learn from the network environment and user behavior is developed for code division multiple access (CDMA) cellular networks...
A self-organizing neural network structure for motif identification in DNA sequences (2005)
Abstract — In this paper, we study the problem of subtle signal discoveries in unaligned DNA and protein sequences. Motifs, also known as approximate common substrings, are good examples of subtle...
Y.; Taguchi Method for Solving the Economic Dispatch Problem with Nonsmooth Cost Functions (2005)
Derong Liu, Ying Cai, Student Member
Abstract—This paper presents a new algorithm that applies the Taguchi method to solve the economic dispatch problem with nonsmooth cost functions. In our approach, we employ the Taguchi method that...
A Self-Learning Call Admission Control Scheme for CDMA Cellular Networks (2005)
Derong Liu, Yi Zhang, Student Member, Huaguang Zhang, Senior Member
Abstract—In the present paper, a call admission control scheme that can learn from the network environment and user behavior is developed for code division multiple access (CDMA) cellular networks...
Huaguang Zhang, Zhiliang Wang, Derong Liu
In this paper, the problem of chaotifying the continuous-time fuzzy hyperbolic model (FHM) is considered. We use impulsive and nonlinear feedback control methods to chaotify the FHM and show that...
neural networks with time-varying inputs (2004)
On the global output convergence of a class of recurrent
Derong Liu, Sanqing Hu, Jun Wang, Senior Member, Senior Member
Abstract—This paper discusses the global output convergence of a class of continuous-time recurrent neural networks (RNNs) with globally Lipschitz continuous and monotone nondecreasing activation...
Derong Liu, Yi Zhang, Sanqing Hu
Abstract. In this paper, we develop call admission control algorithms for SIR-based power-controlled DS-CDMA cellular networks. We consider networks that handle both voice and data services. When a...
Criteria for robust absolute stability of time-varying nonlinear continuous-time systems (2002)
Er P. Molchanov, Derong Liu, Senior Member
Abstract—This paper studies the problem of robust absolute stability of a class of nonlinear discrete-time systems with time-varying matrix uncertainties of polyhedral type and multiple...
Huaguang Zhang, Senior Member, Zhanshan Wang, Derong Liu
Abstract—New criteria for the uniqueness and global robust exponential stability are established for the equilibrium point of interval recurrent neural networks with multiple time-varying delays...
Nested Auto-Regressive Processes for MPEG-Encoded Video Traffic Modeling (2001)
Derong Liu, Senior Member, Endre I. Sára, Wei Sun, Student Member, Student Member
Abstract—This paper presents a new traffic model for MPEGencoded video sequences. The hybrid Gamma/Pareto distribution is used for all three types of frames in MPEG-encoded video sequences, and the...
Solving the N-Bit Parity Problem Using Neural Networks (1999)
Myron Hohil Derong, Derong Liu, Stanley H. Smith
|In this letter, a constructive solution to the N-bit parity problem is provided with a neural network that allows direct connections between the input layer and the output layer. The present...
Control of linear systems with regulation and input constraints (1999)
Anton A. Stoorvogel, Derong Liu
Over the past decade, several books have been published that deal with the subject of control systems with constraints, whether the constraints are on the states of the system or on the control...
| This paper presents a new synthesis procedure (design algorithm) for cellular neural networks with spaceinvariant cloning template with applications to associative memories. In the present...
Block-Based Fast Motion Estimation Algorithms in Video Compression (1998)
This paper introduces several block-based fast motion estimation algorithms in video compression. Two classes of algorithms are summarized. The three-step search algorithm is examined along with its...
Lyapunov Stability of Two-Dimensional Digital Filters with Overflow Nonlinearities (1998)
In the present paper, the Second Method of Lyapunov is utilized to establish sufficient conditions for the global asymptotic stability of the trivial solution of zeroinput 2--D (two-dimensional)...
Derong Liu, Senior Member, Zanjun Lu, Student Member
| In the present paper, a new synthesis approach is developed for associative memories based on the perceptron training algorithm. The design (synthesis) problem of feedback neural networks for...
Derong Liu, Senior Member, Zanjun Lu, Student Member
In the present paper, a new synthesis approach is developed for associative memories based on the perceptron training algorithm. The design (synthesis) problem of feedback neural networks for...
Derong Liu, Senior Member, Zanjun Lu, Student Member
Abstract — In this paper, a new synthesis approach is developed for associative memories based on the perceptron training algorithm. The design (synthesis) problem of feedback neural networks for...
Liu, Derong, Li, Ning, Dube, Shyam, Kalinski, Andrew, Herman, Eliot, Mattoo, Autar K.
A complementary DNA clone, designated GMACS1, encoding an mRNA for soybean 1-aminocyclopropane-1-carboxylate (ACC) synthase was isolated from a leaf cDNA library, and its nucleotide sequence was...
North-Holland Asymptotic stability of systems operating on a closed hypercube * (1992)
Abstract: Sufficient conditions for the global asymptotic stability of the equilibrium x e = 0 of dynamical systems which are characterized by linear ordinary differential equations with saturation...
North-Holland Null controllability of systems with control constraints and state saturation * (1992)
Abstract: Sufficient conditions for the null controllability of discrete-time systems with control constraints and state saturation are presented. This is accomplished in two stages: First, we...
Chen, Bo, Zong, Qin, Cibotti, Ricardo, Morris, Chad, Castaneda, Juana, Naiman, Brian, ...
Multiple lines of evidence suggest that inhibition of Type I Interferons, including IFN-α, may provide a therapeutic benefit for autoimmune diseases. Using a chemical genomics approach integrated...