| Description |
1 online resource (xxxiv, 634 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science, 1611-3349 ; 6675 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 6675. 0302-9743
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Note continued: Universal Analysis Method for Stability of Recurrent Neural Networks with Different Multiple Delays / Huaguang Zhang -- Class of New Generalized AOR Method for Augmented Systems / San-fa Wang -- Detecting the Topology of a Neural Network from Partially Obtained Data Using Piecewise Granger Causality / Jun-an Lu -- Survey of Signal Propagation in Feedforward Neuronal Networks / Daqing Guo -- Stability and Convergence Analysis -- Stability of Stochastic Cohen-Grossberg Neural Networks with Mixed Time Delay and Markovian Parameters / Chengyi Zhang -- Exponential Stability of Stochastic Neural Networks with Mixed Time-Delays / Shigeng Hu -- Stability of Neural Networks with Both Impulses and Time-Varying Delays on Time Scale / Qiankun Song -- Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays / Qiankun Song -- Blow-Up for a Class of Parabolic Equations with Nonlinear Boundary Conditions / Leina Zhao -- Cluster Synchronization for Discrete-Time Complex Networks / Qiankun Song -- Stability Analysis of Fourth-Order Chua's Circuit / Yunquan Ke -- Phase Reduction Method for Weakly Coupled Stochastic Oscillator Systems / Yasuomi D. Sato -- Anti-periodic Solutions for High-Order Neural Networks with Mixed Time Delays / Qiankun Song -- Comparisons of Single- and Multiple-Hidden-Layer Neural Networks / Takehiko Nakama -- Stability of Cohen-Grossberg Neural Networks with Unbounded Time-Varying Delays / Wenlian Lu -- Thermal Effects on Phase Response Curves and Synchronization Transition / Masatoshi Shiino -- Robust H[∞] Filter Design of Delayed Neural Networks / Xiaoping Chen -- On Metastability of Cellular Neural Networks with Random Perturbations / Wenlian Lu -- Fractional-Order Boundary Controller of the Anti-stable Vibration Systems / Yanmei Wang |
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Note continued: Existence and Global Stability of Periodic Solutions of Generalized-Brain-State-in-a-Box (GBSB) Neural Models / Jinde Cao -- Neural Network-Based Dynamic Surface Control of Nonlinear Systems with Unknown Virtual Control Coefficient / Huaguang Zhang -- Stochastic Stability Analysis of Delayed Hopfield Neural Networks with Impulse Effects / Xiaofeng Liao -- New LMI-Based Criteria for Global Robust Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays / Huan Tong -- Asymptotical Stability of an SEIS Epidemic Model with Latent Age Dependence and Generally Nonlinear Contact Rate / Zhonghua Zhang -- Stochastic Exponential Stability of Cohen-Grossberg Neural Networks with Markovian Jumping Parameters and Mixed Delays / Weihua Zhang -- Neural Network Models -- Periodic Solutions for High-Order Cohen-Grossberg-Type BAM Neural Networks with Time-Delays / Chunfang Miao -- Simulation and Verification of Zhang Neural Networks and Gradient Neural Networks for Time-Varying Stein Equation Solving / Huajin Wang -- Comparison on Continuous-Time Zhang Dynamics and Newton-Raphson Iteration for Online Solution of Nonlinear Equations / Dongsheng Guo -- ELM-Based Time-Variant Neural Networks with Incremental Number of Output Basis Functions / Francesco Piazza -- Invariant Set and Attractor of Discrete-Time Impulsive Recurrent Neural Networks / Qiankun Song -- Optimal Control for Boiler Combustion System Based on Iterative Heuristic Dynamic Programming / Xiaofeng Lin -- Power System Load Forecasting Based on EEMD and ANN / Wenfan Li -- Analog Circuit Fault Diagnosis with Echo State Networks Based on Corresponding Clusters / Yu Peng -- Anti Boundary Effect Wavelet Decomposition Echo State Networks / Xiyuan Peng -- Research on Water Level Optimal Control of Boiler Drum Based on Dual Heuristic Dynamic Programming / Kui Peng |
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Note continued: Fuzzy Clustering-Based Polynomial Radial Basis Function Neural Networks (p-RBF NNs) Classifier Designed with Particle Swarm Optimization / Hyun-Ki Kim -- Application of RBF Neural Network and Nonlinear Particle Filter in the Synthetic Ammonia Decarbornization / Ying Zhang -- Elman-Style Process Neural Network with Application to Aircraft Engine Health Condition Monitoring / Lin Lin -- Novel Spatial Architecture Artificial Neural Network Based on Multilayer Feedforward Network with Mutual Inhibition among Hidden Units / Mingzhe Yuan -- Semg Signal Classification For The Motion Pattern Of Intelligent Bionic Artificial Limb / Wanzhong Chen -- Dynamic Construction of Multilayer Neural Networks for Classification / Yunde Jia -- Existence of Periodic Solutions for Cohen-Grossberg Neural Networks with Time-Varying Delays and Impulses / Chunxue Wu -- Telecommunications Data Forecasting Based on a Dynamic Neuro-Fuzzy Network / Constantinos S. Hilas -- Evolutionary Learning of Regularization Networks with Multi-kernel Units / Roman Neruda -- Solving the Assignment Problem with the Improved Dual Neural Network / Jun Wang -- Evaluating Model on Effectiveness of Network Defense Missile Based on LMBP Neural Network / Yun Yang -- New Neural Network for Solving Nonlinear Programming Problems / Yongqing Yang -- AIC Based on the Neural Network Filter / Junsheng Jiao -- Ranked Neuro Fuzzy Inference System (RNFIS) for Information Retrieval / Aasia Khanum -- Study on Models Adjustment and Generation Capability of Artificial Neural Network / Hongyu Chu -- Supervised Learning -- View Construction for Multi-view Semi-supervised Learning / Wenting Tu -- Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems / H.J. Kim -- Urban Stormwater Runoff Prediction Using Recurrent Neural Networks / Nian Zhang |
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Note continued: Maximal-Margin Approach for Cost-Sensitive Learning Based on Scaled Convex Hull / Zhenbing Liu |
| Summary |
Annotation The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Neural networks (Computer science) -- Congresses
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Artificial intelligence.
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Electronic Data Processing
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Software
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Artificial Intelligence
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software.
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artificial intelligence.
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Informatique.
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Liu, Derong, 1963-
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| ISBN |
9783642211058 |
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3642211054 |
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