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ISNN 2015: Jeju, South Korea
- Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao:
Advances in Neural Networks - ISNN 2015 - 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 15-18, 2015, Proceedings. Lecture Notes in Computer Science 9377, Springer 2015, ISBN 978-3-319-25392-3
Intelligent Control
- He Jiang, Dongsheng Yang
:
A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay. 3-10 - Chen Zheng, Xiaozheng Fan, Manfeng Hu, Yongqing Yang, Yinghua Jin:
Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties. 11-18 - Min Han, Yamei Zhang:
Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation. 19-27 - Liang Diao, Dan Wang
Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier. 28-35 - Hong Liu, Dianwei Qian:
A Terminal-Sliding-Mode-Based Frequency Regulation. 36-42 - Qinglai Wei, Derong Liu
A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning. 43-52 - Zifu Li, Tieshan Li:
Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems. 53-61 - Dongbin Zhao, Qichao Zhang, Xiangjun Li
Event-Triggered H ∞ Control for Continuous-Time Nonlinear System. 62-70 - Jing-Chao Sun, Ning Wang
Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics. 71-80 - Biao Luo, Derong Liu
H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. 81-90 - Haoran Zhao, Guoliang Cai:
Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control. 91-98 - Yunong Zhang
Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators. 99-108 - Yuxin Fu, Yancheng Liu, Siyuan Liu, Ning Wang
Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle. 109-118
Neurodynamics Analsysis
- Xianyun Xu, Changchun Yang, Manfeng Hu, Yongqing Yang, Li Li:
A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays. 121-128 - Abdujelil Abdurahman
Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations. 129-137 - He Huang:
Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks with Markovian Switching. 138-145 - Lili Wang:
Robust Multistability and Multiperiodicity of Neural Networks with Time Delays. 146-153
Memristor
- Guoqi Min, Lidan Wang
A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation. 157-165 - Ling Chen, Chuandong Li
Memristor Crossbar Array for Image Storing. 166-173 - Sanbo Ding
Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure. 174-181 - Xiaobing Nie, Jinde Cao:
Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions. 182-191 - Zheng Yan, Shuzhan Bi, Xijun Xue:
Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-Varying Delays. 192-201
Computer Vision
- Hui Teng, Huaping Liu, Lianzhi Yu, Fuchun Sun:
Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization. 205-212 - Xiaohong Ma, Xizheng Yu:
Image Retrieval Based on Texture Direction Feature and Online Feature Selection. 213-221 - Yisu Zhou, Xiaolin Hu, Bo Zhang:
Interlinked Convolutional Neural Networks for Face Parsing. 222-231 - Jingyan Wang, Yihua Zhou, Haoxiang Wang, Xiaohong Yang, Feng Yang, Austin Peterson:
Image Tag Completion by Local Learning. 232-239 - Xin Zuo, Jifeng Shen, Hualong Yu
Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps. 240-247 - Deqing Wang
Wood Surface Quality Detection and Classification Using Gray Level and Texture Features. 248-257 - Sibo Jia, Huaping Liu, Fuchun Sun:
Aerial Scene Classification with Convolutional Neural Networks. 258-265
Signal Processing
- Yi Huang, Yide Ma, Shouliang Li
A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN. 269-278 - Xiaojuan Liu, Lidan Wang, Shukai Duan:
Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization. 279-286 - Yong Zhang, Xiaohong Ma:
A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction. 287-296 - Kwang-Baek Kim, Doo Heon Song
Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering. 297-304 - Ze Wang
Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals. 305-314 - Limin Yang, Ze Wang
Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs. 315-323
Machine Learning
- Di Wu, Ziyi Chen, Jinwen Ma:
An MCMC Based EM Algorithm for Mixtures of Gaussian Processes. 327-334 - Zhe Qiang, Jinwen Ma:
Automatic Model Selection of the Mixtures of Gaussian Processes for Regression. 335-344 - Longbo Zhao, Ziyi Chen, Jinwen Ma:
An Effective Model Selection Criterion for Mixtures of Gaussian Processes. 345-354 - Ying Li, Yan Li
Orthogonal Basis Extreme Learning Algorithm and Function Approximation. 355-364 - Zhanquan Sun, Feng Li, Yanling Zhao, Lifeng Song:
Large Scale Text Clustering Method Study Based on MapReduce. 365-372 - Jingyan Wang, Yihua Zhou, Ming Yin
Representing Data by Sparse Combination of Contextual Data Points for Classification. 373-381 - Haza Nuzly Abdull Hamed, Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin:
A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems. 382-389 - Gang Xiao, Yi Li, Tengfei Shao, Zhenbo Cheng:
Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network. 390-397 - Chi Zhang, Haikun Wei, Tianhong Liu, Tingting Zhu, Kanjian Zhang:
Short-Term Wind Speed Forecasting Using a Multi-model Ensemble. 398-406
Optimization
- Jing Gao, Xiaochen Ding, Xin Song:
Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems. 409-417 - Sitian Qin, Xinyi Le, Jun Wang
A Neurodynamic Optimization Approach to Bilevel Linear Programming. 418-425 - Yinhui Yan:
A Nonlinear Neural Network's Stability Analysis and Its kWTA Application. 426-435 - Qingshan Liu, Yan Zhao, Long Cheng:
Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation. 436-443 - Lin Xiao
A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. 444-451
Novel Approaches and Applications
- Jiqian Liu, Chengbin Zeng:
Sparse Representation via Intracellular and Extracellular Mechanisms. 455-462 - Xin Song, Liangming Wu, Xin Ren, Jing Gao:
Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks. 463-472 - Meihua Qiao, Yanqing Ma, Yijie Bian, Ju Liu:
Real-Time Multi-Application Network Traffic Identification Based on Machine Learning. 473-480 - Bei Liu, Chuandong Li
A New Virus-Antivirus Spreading Model. 481-488 - Wei Zhang, Huan Ren, Qingshan Jiang, Kai Zhang:
Exploring Feature Extraction and ELM in Malware Detection for Android Devices. 489-498 - Chengdong Li, Weina Ren, Jianqiang Yi, Guiqing Zhang, Fang Shang:
Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction. 499-507
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