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ORCIDISNN 2012: Shenyang, China
- Jun Wang, Gary G. Yen, Marios M. Polycarpou:
Advances in Neural Networks - ISNN 2012 - 9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part I. Lecture Notes in Computer Science 7367, Springer 2012, ISBN 978-3-642-31345-5
Mathematical Modeling
- Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. 1-10 - Zaiyong Tang
, Kallol Kumar Bagchi, Youqin Pan, Gary J. Koehler:
Pruning Feedforward Neural Network Search Space Using Local Lipschitz Constants. 11-20 - Wook-Dong Kim, Sung-Kwun Oh, Hyun-Ki Kim:
Context FCM-Based Radial Basis Function Neural Networks with the Aid of Fuzzy Clustering. 21-28 - Lijie Zhao, Jian Tang, Tianyou Chai:
Modeling Spectral Data Based on Mutual Information and Kernel Extreme Learning Machines. 29-36 - Jing Wang, Haibo He, Yuan Cao, Jin Xu, Dongbin Zhao:
A Hierarchical Neural Network Architecture for Classification. 37-46 - Zhende Ke, Yiwen Yang, Yunong Zhang:
Discrete-Time ZNN Algorithms for Time-Varying Quadratic Programming Subject to Time-Varying Equality Constraint. 47-54 - Xibin Zhu, Frank-Michael Schleif, Barbara Hammer:
Patch Processing for Relational Learning Vector Quantization. 55-63 - Zheng Zhang:
A Neural Network Model for Currency Arbitrage Detection. 64-71 - Shu-Xia Lu, Guiqiang Zhang, Xizhao Wang:
A Rank Reduced Matrix Method in Extreme Learning Machine. 72-79 - Wentao Mao, Mei Tian, Guirong Yan, Xianfang Wang:
Research of Dynamic Load Identification Based on Extreme Learning Machine. 80-89 - Wei Huang, Sung-Kwun Oh:
Fuzzy Relation-Based Polynomial Neural Networks Based on Hybrid Optimization. 90-97 - Yunong Zhang, Yunjia Xie, Hongzhou Tan:
Time-Varying Moore-Penrose Inverse Solving Shows Different Zhang Functions Leading to Different ZNN Models. 98-105 - Kun Zhang, Cuirong Wang, Baoyan Wang:
A Multi-object Segmentation Algorithm Based on Background Modeling and Region Growing. 106-115 - Weifeng Zhang, Peng Yang, Dao-Qing Dai, Arye Nehorai:
Reflectance Estimation Using Local Regression Methods. 116-122 - Lei Gu:
Applying a Novel Decision Rule to the Semi-supervised Clustering Method Based on One-Class SVM. 123-131 - He Huang, Xiaoping Chen:
State Estimation of Markovian Jump Neural Networks with Mixed Time Delays. 132-139 - Qiaojie Li, Zhoushun Zheng, Shuang Wang, Jiankang Liu:
Lattice Boltzmann Model for Nonlinear Heat Equations. 140-148 - Wenyu Yang, Jie Yang, Wei Wu:
A Modified One-Layer Spiking Neural Network Involves Derivative of the State Function at Firing Time. 149-158 - Yingwei Zhang, Chuang Wang:
Modeling and Monitoring of Multimodes Process. 159-168 - Yingwei Zhang, Hailong Zhang:
Data-Based Modeling and Monitoring for Multimode Processes Using Local Tangent Space Alignment. 169-178 - Shunli Xiao, Yangmin Li:
Modeling Rate-Dependent and Thermal-Drift Hysteresis through Preisach Model and Neural Network Optimization Approach. 179-187
Neurodynamics
- Xiaoying He, Yueping Peng, Haiqing Gao:
The Neuron's Modeling Methods Based on Neurodynamics. 188-195 - Yujiao Huang, Huaguang Zhang, Zhanshan Wang, Mo Zhao:
Stability Analysis of Multiple Equilibria for Recurrent Neural Networks. 196-205 - Sin Chun Ng, Chi-Chung Cheung, Andrew Kwok-Fai Lui, Hau-Ting Tse:
Addressing the Local Minima Problem by Output Monitoring and Modification Algorithms. 206-216 - Min Xiao:
Stability Analysis and Hopf-Type Bifurcation of a Fractional Order Hindmarsh-Rose Neuronal Model. 217-224 - Xiaoying He, Yueping Peng:
Study on Decision Algorithm of Neurons' Synchronization Based on Neurodynamics. 225-234 - Guoliang Cai, Qin Yao, Xianbin Wu:
The SMC Approach to Global Synchronization of the Cellular Neural Networks with Multi-delays and Distributed Delays. 235-245 - Zhenhua Huang, Chunming Liu, Xin Xu, Chuanqiang Lian, Jun Wu:
A Novel Feature Sparsification Method for Kernel-Based Approximate Policy Iteration. 246-255 - Zhen Zhang, Haijun Jiang:
Quasi-synchronization of Different Fractional-Order Chaotic Systems with External Perturbations and Its Application. 256-265 - Zhanshan Wang, Yongbin Zhao, Shuxian Lun:
Synchronization of Complex Interconnected Neural Networks with Adaptive Coupling. 266-273 - Xiaoyang Liu, Wenwu Yu:
Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes. 274-284 - Zhen Zheng, Manchun Tan, Qunfang Wang:
Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters. 285-292 - Guoliang Cai, Hao Ma, Yuxiu Li:
Adaptive Projective Synchronization and Function Projective Synchronization of Chaotic Neural Networks with Delayed and Non-delayed Coupling. 293-301 - Zhanshan Wang, Dakai Zhou, Dongsheng Ma, Shuxian Lun:
Global Asymptotic Synchronization of Coupled Interconnected Recurrent Neural Networks via Pinning Control. 302-311 - Zhanheng Chen, Haijun Jiang:
Mean Square Stability of Stochastic Impulsive Genetic Regulatory Networks with Mixed Time-Delays. 312-321 - Qiankun Song, Jiye Zhang:
Mesh Exponential Stability of Look-Ahead Vehicle Following System with Time Delays. 322-327 - Zhenjiang Zhao, Qiankun Song:
Global Dissipativity of Neural Networks with Time-Varying Delay and Leakage Delay. 328-335 - Qiankun Song, Jiye Zhang:
Novel Results on Mesh Stability for a Class of Vehicle Following System with Time Delays. 336-342 - Yougang Wang, Deyou Liu:
Robust Stability Analysis of Fuzzy Cohen-Grossberg Neural Networks with Mixed Time-Varying Delay. 343-351 - Chengde Zheng, Chao-Ke Gong, Zhanshan Wang:
Adaptive Stochastic Robust Convergence of Neutral-Type Neural Networks with Markovian Jump Parameters. 352-360 - Lin Zhu:
A New Global Asymptotic Stability of Cellular Neural Network with Time-Varying Discrete and Distributed Delays. 361-368
Cognitive Neuroscience
- Alexander A. Frolov, Dusan Húsek, Pavel Bobrov, Alexey Korshakov, Lyudmila Chernikova, Rodion Konovalov, Olesya Mokienko:
Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry. 369-378 - Praphul Chandra, Erik Cambria, Amir Hussain:
Clustering Social Networks Using Interaction Semantics and Sentics. 379-385 - Marco Grassi, Francesco Piazza:
Ontology-Based Semantic Affective Tagging. 386-393 - Emanuele Principi, Rudy Rotili, Martin Wöllmer, Stefano Squartini, Björn W. Schuller:
Dominance Detection in a Reverberated Acoustic Scenario. 394-402 - Ling Zou, Hui Pu, Qi Sun, Wenjing Su:
Analysis of Attention Deficit Hyperactivity Disorder and Control Participants in EEG Using ICA and PCA. 403-410 - Fengyu Cong, Aleksandr Aleksandrov, Veronika Knyazeva, Tatyana Deinekina, Tapani Ristaniemi:
A Systematic Independent Component Analysis Approach to Extract Mismatch Negativity. 411-421 - Cheng-Li Liu:
A Study of Sickness Induced by Perceptual Conflict in the Elderly within a 3D Virtual Store and Avoidance. 422-430 - Bin Xia, Qingmei Zhang, Hong Xie, Shihua Li, Jie Li, Lianghua He:
A Co-adaptive Training Paradigm for Motor Imagery Based Brain-Computer Interface. 431-439
Learning Algorithms
- James Ting-Ho Lo, Yichuan Gui, Yun Peng:
Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE Training Method. 440-447 - Sin Chun Ng, Chi-Chung Cheung, Andrew Kwok-Fai Lui, Sean Shensheng Xu:
Magnified Gradient Function to Improve First-Order Gradient-Based Learning Algorithms. 448-457 - Cuixian Chen, Yishi Wang, Yaw Chang, Karl Ricanek:
Sensitivity Analysis with Cross-Validation for Feature Selection and Manifold Learning. 458-467 - Hong-Jie Xing, Xue-Fang Chen:
Selective Ensemble of Support Vector Data Descriptions for Novelty Detection. 468-477 - Mohamed Ali Mahjoub, Abdessalem Bouzaiene, Nabil Ghanmy:
Tutorial and Selected Approaches on Parameter Learning in Bayesian Network with Incomplete Data. 478-488 - Jian Tang, Lijie Zhao, Jia Long, Tianyou Chai, Wen Yu:
Selective Ensemble Modeling Parameters of Mill Load Based on Shell Vibration Signal. 489-497 - Yoshitsugu Kakemoto, Shinichi Nakasuka:
Selective Weight Update Rule for Hybrid Neural Network. 498-508 - Kin Seng Lei, Feng Wan:
Applying Ensemble Learning Techniques to ANFIS for Air Pollution Index Prediction in Macau. 509-516 - Mingzhe Liu, Xianguo Tuo, Jun Ren, Zhe Li, Lei Wang, Jianbo Yang:
A PSO-SVM Based Model for Alpha Particle Activity Prediction Inside Decommissioned Channels. 517-523 - Jian Ge, Tinghuai Ma, Qiaoqiao Yan, Yonggang Yan, Wei Tian:
Training Pool Selection for Semi-supervised Learning. 524-532 - Chunming Liu, Zhenhua Huang, Xin Xu, Lei Zuo, Jun Wu:
A Rapid Sparsification Method for Kernel Machines in Approximate Policy Iteration. 533-544 - Jian Wang, Wei Wu, Jacek M. Zurada:
Computational Properties of Cyclic and Almost-Cyclic Learning with Momentum for Feedforward Neural Networks. 545-554 - Jian Fu, Haibo He, Huiying Li, Qing Liu:
A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning. 555-564 - Thiago C. Silva, Liang Zhao:
Preventing Error Propagation in Semi-supervised Learning. 565-572 - Jing Jin:
An Incremental Approach to Support Vector Machine Learning. 573-579 - Chi-Chung Cheung, Sin Chun Ng, Andrew Kwok-Fai Lui:
Multi-phase Fast Learning Algorithms for Solving the Local Minimum Problem in Feed-Forward Neural Networks. 580-589 - Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-Closed Autonomous Development: Object-Wise Incremental Learning. 590-597
Optimization
- Wei Wu, Atlas Khan:
MaxMin-SOMO: An SOM Optimization Algorithm for Simultaneously Finding Maximum and Minimum of a Function. 598-606 - Jingqing Jiang, Yuling Bo, Chuyi Song, Lanying Bao:
Hybrid Algorithm Based on Particle Swarm Optimization and Artificial Fish Swarm Algorithm. 607-614 - Minyu Feng, Hong Qu, Yi Xu, Xing Ke:
The High Degree Seeking Algorithms with k Steps for Complex Networks. 615-623 - Jian Yu, Ping Guo:
Improved PSO Algorithm with Harmony Search for Complicated Function Optimization Problems. 624-632 - Hongru Li, Shuzhuo Wang, Mengfan Ji:
An Improved Chaotic Ant Colony Algorithm. 633-640 - Ying Yuan, Cuirong Wang, Cong Wang:
A Game Based Approach for Sharing the Data Center Network. 641-649 - Francesco De Angelis, Matteo Boaro, Danilo Fuselli, Stefano Squartini, Francesco Piazza, Qinglai Wei, Ding Wang:
Optimal Task and Energy Scheduling in Dynamic Residential Scenarios. 650-658 - Hongwei Mo, Zhenzhen Li, Lulin Zhang:
Biogeography Based Optimization for Multi-Knapsack Problems. 659-667 - Cong Wang, Cuirong Wang, Kun Zhang:
MRKDSBC: A Distributed Background Modeling Algorithm Based on MapReduce. 668-677
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