Table of Contents
Computational Neuroscience and Cognitive Science
Evaluating Humans' Implicit Attitudes towards an Embodied Conversational Agent Andrey Kiselev Niyaz Abdikeev Toyoaki Nishida 1
Robustness of Gamma-Oscillation in Networks of Excitatory and Inhibitory Neurons with conductance-Based Synapse Haibo Shi Zhijie Wang Jinli Xie Chongbin Guo 10
Probe the Potts States in the Minicolumn Dynamics Sanming Song Hongxun Yao 17
Dependence of Correlated Firing on Strength of Inhibitory Feedback Jinli Xie Zhijie Wang Haibo Shi 27
A New Model to Simulate the Formation of Orientation Columns Map in Visual Cortex Hui Wei Yun Wang 35
Study on the Synchrony Intensity Threshold of Two Uncoupled Neurons under Different Currents' Stimulation Yueping Peng 42
Research on Design Method of Small World Property ESN Yingchun Bo Junfei Qiao Shuwei Wang 52
The ART2 Network Based on Memorizing-Forgetting Mechanism Xiaoming Ye Xiaozhu Lin Xiaojuan Dai 60
Application of BP Neural Networks in Prediction of the Material Dynamic Properties Xiao-ling Liu Shun-cheng Song Ting Lei 68
Spaces Enhance Word Segmentation and Comprehension in Tacit Reading Mayumi Toshima Tetsuo Ishikawa Ken Mogi 76
Intelligent Semantic-Based System for Corpus Analysis through Hybrid Probabilistic Neural Networks Keith Douglas Stuart Maciej Majewski Ana Botella Trelis 83
Decision-Making in Drosophila with Two Conflicting Cues Kuijie Cai Jihong Shen Si Wu 93
Neurodynamics and Complex Systems
Time-Varying Quadratic Programming by Zhang Neural Network Equipped with a Time-Varying Design Parameter γ(t) Zhan Li Yunong Zhang 101
Local and Global Burst Synchronization in a Noisy Small-World Neuronal Network Fang Han Ying Du Qishao Lu 109
H∞ Synchronization Control in Nonlinear Time-Delay Complex Dynamical Network Ting Xiang Minghui Jiang 117
Anti-synchronization and Control of New Chen's Hyperchaotic Systems Zunshui Cheng 125
Hopf Bifurcation Control for a Single Neuron Model with Delay-Dependent Parameters via State Feedback Min Xiao 132
Changes in Electroencephalographic Power Spectra Associated with Reproductive Status in Frog Guangzhan Fang Jianguo Cui Qin Chen Ping Yang Jing Song Yezhong Tang 139
Universal Analysis Method for Stability of Recurrent Neural Networks with Different Multiple Delays Zhanshan Wang Enlin Zhang Kuo Yun Huaguang Zhang 148
A Class of New Generalized AOR Method for Augmented Systems Yu-xin Zhang Heng-fei Ding Wan-sheng He San-fu Wang 158
Detecting the Topology of a Neural Network from Partially Obtained Data Using Piecewise Granger Causality Xiaoqun Wu Changsong Zhou Jun Wang Jun-an Lu 166
A Survey of Signal Propagation in Feedforward Neuronal Networks Daqing Guo 176
Stability and Convergence Analysis
Stability of Stochastic Cohen-Grossberg Neural Networks with Mixed Time Delay and Markovian Parameters Junxiang Lu ShanShan Wang Chengyi Zhang 185
Exponential Stability of Stochastic Neural Networks with Mixed Time-Delays Xuejing Meng Maosheng Tian Peng Hu Shigeng Hu 194
Stability of Neural Networks with Both Impulses and Time-Varying Delays on Time Scale Yupei Lv Bo Zhou Qiankun Song 203
Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays Qiankun Song 213
Blow-Up for a Class of Parabolic Equations with Nonlinear Boundary Conditions Leina Zhao 222
Cluster Synchronization for Discrete-Time Complex Networks Huiwei Wang Qiankun Song 231
Stability Analysis of Fourth-Order Chua's Circuit Chunfang Miao Yunquan Ke 241
A Phase Reduction Method for Weakly Coupled Stochastic Oscillator Systems Akihisa Ichiki Yasuomi D. Sato 251
Anti-periodic Solutions for High-Order Neural Networks with Mixed Time Delays Xiaofeng Chen Qiankun Song 260
Comparisons of Single- and Multiple-Hidden-Layer Neural Networks Takehiko Nakama 270
Stability of Cohen-Grossberg Neural Networks with Unbounded Time-Varying Delays Bo Liu Wenlian Lu 280
Thermal Effects on Phase Response Curves and Synchronization Transition Yasuomi D. Sato Keiji Okumura Akihisa Ichiki Masatoshi Shiino 287
Robust H∞ Filter Design of Delayed Neural Networks He Huang Xiaoping Chen 297
On Metastability of Cellular Neurel Networks with Random Perturbations Liqiong Zhou Wenlian Lu 305
Fractional-Order Boundary Controller of the Anti-stable Vibration Systems Yanzhu Zhang Xiaoyan Wang Yanmei Wang 315
Existence and Global Stability of Periodic Solutions of Generalized-Brain-State-in-a-Box (GBSB) Neural Models Zhengxin Wang Jinde Cao 321
Neural Network-Based Dynamic Surface Control of Nonlinear Systems with Unknown Virtual Control Coefficient Yingchun Wang Guotao Hui Zhiliang Wang Huaguang Zhang 329
Stochastic Stability Analysis of Delayed Hopfield Neural Networks with Impulse Effects Wenfeng Hu Chuandong Li Sichao Wu Xiaofeng Liao 339
New LMI-Based Criteria for Global Robust Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays Chaojin Fu Dahu Li Huan Tong 348
Asymptotical Stability of an SEIS Epidemic Model with Latent Age Dependence and Generally Nonlinear Contact Rate Yeling Liu Zhonghua Zhang 358
Stochastic Exponential Stability of Cohen-Grossberg Neural Networks with Markovian Jumping Parameters and Mixed Delays Xiaohui Xu Jiye Zhang Weihua Zhang 368
Neural Network Models
Periodic Solutions for High-Order Cohen-Grossberg-Type BAM Neural Networks with Time-Delays Yunquan Ke Chunfang Miao 375
Simulation and Verification of Zhang Neural Networks and Gradient Neural Networks for Time-Varying Stein Equation Solving Chenfu Yi Yuhuan Chen Huajin Wang 385
Comparison on Continuous-Time Zhang Dynamics and Newton-Raphson Iteration for Online Solution of Nonlinear Equations Yunong Zhang Zhende Ke Zhan Li Dongsheng Guo 393
ELM-Based Time-Variant Neural Networks with Incremental Number of Output Basis Functions Yibin Ye Stefano Squartini Francesco Piazza 403
Invariant Set and Attractor of Discrete-Time Impulsive Recurrent Neural Networks Bing Li Qiankun Song 411
Optimal Control for Boiler Combustion System Based on Iterative Heuristic Dynamic Programming Bilian Liao Kui Peng Shaojian Song Xiaofeng Lin 420
Power System Load Forecasting Based on EEMD and ANN Wanlu Sun Zhigang Liu Wenfan Li 429
Analog Circuit Fault Diagnosis with Echo State Networks Based on Corresponding Clusters Xiyuan Peng Jia Guo Miao Lei Yu Peng 437
Anti Boundary Effect Wavelet Decomposition Echo State Networks Jianmin Wang Yu Peng Xiyuan Peng 445
Research on Water Level Optimal Control of Boiler Drum Based on Dual Heuristic Dynamic Programming Qingbao Huang Shaojian Song Xiaofeng Lin Kui Peng 455
Fuzzy Clustering-Based Polynomial Radial Basis Function Neural Networks (p-RBF NNs) Classifier Designed with Particle Swarm Optimization Wook-Dong Kim Sung-Kwun Oh Hyun-Ki Kim 464
Application of RBF Neural Network and Nonlinear Particle Filter in the Synthetic Ammonia Decarbornization Yongwei Li Jia Zhong Tao Yuan Ying Zhang 474
Elman-Style Process Neural Network with Application to Aircraft Engine Health Condition Monitoring Gang Ding Lin Lin 484
A Novel Spatial Architecture Artificial Neural Network Based on Multilayer Feedforward Network with Mutual Inhibition among Hidden Units Gang Yang Junfei Qiao Mingzhe Yuan 495
sEMG Signal Classification for the Motion Pattern of Intelligent Bionic Artificial Limb Yang Li Yantao Tian Wanzhong Chen 505
Dynamic Construction of Multilayer Neural Networks for Classification Jiqian Liu Yunde Jia 514
Existence of Periodic Solutions for Cohen-Grossberg Neural Networks with Time-Varying Delays and Impulses Chunxue Wu 521
Telecommunications Data Forecasting Based on a Dynamic Neuro-Fuzzy Network Paris A. Mastorocostas Constantinos S. Hilas 529
Evolutionary Learning of Regularization Networks with Multi-kernel Units Petra Vidnerová Roman Neruda 538
Solving the Assignment Problem with the Improved Dual Neural Network Xiaolin Hu Jun Wang 547
Evaluating Model on Effectiveness of Network Defense Missile Based on LMBP Neural Network Cenrui Ma Guangzheng Long Yun Yang 557
A New Neural Network for Solving Nonlinear Programming Problems Yun Gao Xianyun Xu Yongqing Yang 565
The AIC Based on the Neural Network Filter Yunfeng He Gaoshun Song Changming Wang Junsheng Jiao 572
Ranked Neuro Fuzzy Inference System (RNFIS) for Information Retrieval Asif Nawaz Aasia Khanum 578
The Study on Models Adjustment and Generation Capability of Artificial Neural Network Shenglai Xia Jingwu He Hongyu Chu 587
Supervised Learning
View Construction for Multi-view Semi-supervised Learning Shiliang Sun Feng Jin Wenting Tu 595
Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems R. Savitha S. Suresh N. Sundararajan H.J. Kim 602
Urban Stormwater Runoff Prediction Using Recurrent Neural Networks Nian Zhang 610
Maximal-Margin Approach for Cost-Sensitive Learning Based on Scaled Convex Hull Zhenbing Liu 620
Author Index 629
