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ORCIDISNN 2018: Minsk, Belarus
- Tingwen Huang, Jiancheng Lv, Changyin Sun, Alexander V. Tuzikov:
Advances in Neural Networks - ISNN 2018 - 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25-28, 2018, Proceedings. Lecture Notes in Computer Science 10878, Springer 2018, ISBN 978-3-319-92536-3
Cognition Computation
- Xianli Zou, Shukai Duan, Lidan Wang
, Jin Zhang:
Fast Convergent Capsule Network with Applications in MNIST. 3-10 - Man-Fai Leung, Jun Wang:
A Neurodynamic Approach to Multiobjective Linear Programming. 11-18 - Alexandr A. Ezhov:
Neural Network Model of Unconscious. 19-28 - Vasiliy Osipov, Viktor Nikiforov:
Formal Aspects of Streaming Recurrent Neural Networks. 29-36 - Vladimir G. Red'ko, Galina A. Beskhlebnova:
Approaches to Modeling of Nontrivial Cognitive Behavior. 37-43 - Jeongho Kim, Dae-Shik Kim:
Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference. 44-53 - Laurynas Karazija, Petar Velickovic, Pietro Liò:
Automatic Inference of Cross-Modal Connection Topologies for X-CNNs. 54-63 - Calin-Adrian Popa:
Complex-Valued Stacked Denoising Autoencoders. 64-71 - Calin-Adrian Popa:
Complex-Valued Deep Belief Networks. 72-78 - Alexandr Y. Petukhov, Sofia A. Polevaya:
Modeling of the Cognitive Activity of Simultaneous Interpretation Using the Theory of Information Images. 79-88
Models, Methods and Algorithms
- Igor Grabec, Eva Svegl, Mihael Sok:
Development of a Sensory-Neural Network for Medical Diagnosing. 91-98 - Jue Wang, Ping Guo, Xin Xin:
Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications. 99-106 - Nan Gu, Lu Liu, Dan Wang, Zhouhua Peng:
Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning. 107-114 - Jing Yin, Qingyu Mao, Dayiheng Liu, Yong Xu, Jiancheng Lv:
Method to Improve the Performance of Restricted Boltzmann Machines. 115-123 - Yonghong Tan, Ruili Dong:
Modeling Hysteresis Using Non-smooth Neural Networks. 124-129 - Shenshen Gu, Tao Hao, Shaofu Yang:
The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board. 130-138 - Xun Qian, Li-Zhi Liao:
Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming. 139-147 - Yulin Jian, Kun Lu, Changjian Deng, Tailai Wen, Jia Yan:
Drift Compensation for E-Nose Using QPSO-Based Domain Adaptation Kernel ELM. 148-156 - Jingqing Jiang, Chuyi Song, Huan Ping, Chenggang Zhang:
Convergence Analysis of Self-adaptive Immune Particle Swarm Optimization Algorithm. 157-164 - Chunying Cheng, Lanying Bao:
An Improved Artificial Fish Swarm Algorithm to Solve the Cutting Stock Problem. 165-172 - Zhenyu Qian, Yanwei Zhao, Shun Wang, Longlong Leng, Wanliang Wang:
A Hyper Heuristic Algorithm for Low Carbon Location Routing Problem. 173-182 - Vladimir Bondarev:
Pulse Neuron Supervised Learning Rules for Adapting the Dynamics of Synaptic Connections. 183-191 - Wen Han, Su Yan, Xingnan Wen, Sitian Qin, Guocheng Li:
An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems. 192-199 - Tao Gao, Long Li, Zhen Zhang, Zhanquan Sun, Jian Wang:
A New Parameter Identification Method for Type-1 TS Fuzzy Neural Network. 200-207 - Joaquin Ollero, Christopher Child:
Performance Enhancement of Deep Reinforcement Learning Networks Using Feature Extraction. 208-218
Clustering, Classification, Learning, and Forecasting
- Piotr Duda, Maciej Jaworski, Leszek Rutkowski:
Online GRNN-Based Ensembles for Regression on Evolving Data Streams. 221-228 - Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun:
A Broad Neural Network Structure for Class Incremental Learning. 229-238 - Shiping Wen, Guanghua Ren, Yuting Cao, Zhenyuan Guo, Qiang Xiao, Zhigang Zeng, Tingwen Huang:
WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit. 239-246 - Zaur M. Shibzukhov:
Robust Neural Networks Learning: New Approaches. 247-255 - Weining Zhang, Dong Wang, Xiaoyang Tan:
Data Cleaning and Classification in the Presence of Label Noise with Class-Specific Autoencoder. 256-264 - Jing Xu, Peng Wu, Yuehui Chen, Hassan Dawood, Qingfei Meng:
Using the Wide and Deep Flexible Neural Tree to Forecast the Exchange Rate. 265-272 - Chun Hua, Chun Ying Cheng:
An Immune Genetic K-Means Algorithm for Mongolian Elements Clustering. 273-278 - Xuehui Zhu, Lin Wang, Bo Yang, Jin Zhou, Shi-Yuan Han, Yu Liu, Jifeng Guo, Shuangrong Liu:
Classification of Concrete Strength Grade Using Nearest Neighbor Partitioning. 279-288 - Decai Li, Yuqing He:
An Efficient Extreme Learning Machine for Robust Regression. 289-299 - Calin-Adrian Popa, Cosmin Cernazanu-Glavan:
Fourier Transform-Based Image Classification Using Complex-Valued Convolutional Neural Networks. 300-309 - Xin Song, Han Wang, Huiyuan He, Yakun Meng:
MHFlexDT: A Multivariate Branch Fuzzy Decision Tree Data Stream Mining Strategy Based on Hybrid Partitioning Standard. 310-317 - Leandro Leonardo Lorente-Leyva, Israel David Herrera-Granda, Paul D. Rosero-Montalvo, Karina L. Ponce-Guevara, Andrés Eduardo Castro-Ospina, Miguel A. Becerra, Diego Hernán Peluffo-Ordóñez, José Luis Rodríguez-Sotelo:
Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors. 318-328
Neurodynamics, Complex Systems, and Chaos
- Qiuyu Lv, Nankun Mu, Xiaofeng Liao:
Dynamical Behavior Analysis of a Neutral-Type Single Neuron System. 331-338 - Jiaqi Bai, Tao Dong, Xiaofeng Liao, Nankun Mu:
Recurrent Neural Network with Dynamic Memory. 339-345 - Jin Zhou, Chiman Kwan:
Missing Link Prediction in Social Networks. 346-354 - Jinling Wang, Haijun Jiang, Tianlong Ma, Cheng Hu:
Dynamical Behaviors of Discrete-Time Cohen-Grossberg Neural Networks with Discontinuous Activations and Infinite Delays. 355-363 - Dengwei Yan, Lidan Wang, Shukai Duan:
Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System. 364-371 - Fan Yang, Nankun Mu:
Lag Synchronization of Complex Networks via Decentralized Adaptive Control. 372-379 - Mikhail S. Tarkov:
Crossbar-Based Hamming Associative Memory with Binary Memristors. 380-387 - Jiali Yu, Zhang Yi, Yong Liao, De-An Wu, Xiong Dai:
Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix. 388-396 - Lei Yang, Tao Dong, Tingwen Huang:
Hopf-Pitchfork Bifurcation Analysis of a Coupled Neural Oscillator System with Excitatory-to-Inhibitory Connection and Time Delay. 397-404
Multi-agent Systems and Game Theory
- Yajun Zheng, Qingling Wang, Changyin Sun:
Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions. 407-414 - Qingshan Liu, Jiang Xiong, Jing Zhong, Hong Ying, Kaixuan Li:
A Distributed Algorithm Based on Multi-agent Network for Solving Linear Algebraic Equation. 415-422 - Changlin Tong, Wanli Jin, Hao Wang, Haijun Jiang, Zhiyong Yu:
Leader-Follower Tracking Problem for Multi-agent Systems with Directed Impulsive Communication. 423-431 - Yonghui Wu, Nankun Mu:
Event-Triggered Consensus of General Linear Multi-agent System with Time Delay. 432-439
Signal, Image and Video Processing
- Bulent Ayhan, Chiman Kwan:
Robust Speaker Identification Algorithms and Results in Noisy Environments. 443-450 - Jianchao Fan, Jianhua Zhao, Min Han, Xinxin Wang, Bingnan Li:
Marine Aquaculture Targets Automatic Recognition Based on GF-3 PolSAR Imagery. 451-458 - Xin-Yi Hu, Yue-Jiao Gong, Xin-yuan Zhang, Yining Ma, Jun Zhang:
Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy. 459-467 - Jiejie Chen, Ping Jiang, Zhigang Zeng, Boshan Chen:
R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement. 468-475 - Cuihua Ma, Ping Guo, Xin Xin:
Personalized Response Generation for Customer Service Agents. 476-483 - Jin Zhou, Chiman Kwan:
Tracking of Multiple Pixel Targets Using Multiple Cameras. 484-493 - Xinhui Zhou, Chiman Kwan, Bulent Ayhan, Chanwoo Kim, Kshitiz Kumar, Richard M. Stern:
A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition. 494-502 - Denis Vorobjov, Iryna Zakharava, Rykhard Bohush, Sergey Ablameyko:
An Effective Object Detection Algorithm for High Resolution Video by Using Convolutional Neural Network. 503-510 - Vladislav Avramov, Vadzim Herasimovich, Alexander A. Petrovsky:
Sound Signal Invariant DAE Neural Network-Based Quantizer Architecture of Audio/Speech Coder Using the Matching Pursuit Algorithm. 511-520 - Chiman Kwan, Bryan Chou, Li-Yun Martin Kwan:
A Comparative Study of Conventional and Deep Learning Target Tracking Algorithms for Low Quality Videos. 521-531 - Zhi-Xuan Liu, Qiu-Hua Lin, Ying-Guang Hao:
Image Edge Detection for Stitching Aerial Images with Geometrical Rectification. 532-540 - Lin Zhao, Jing Wang, Xiuyu Chen:
BP Neural Network with Regularization and Sensor Array for Prediction of Component Concentration of Mixed Gas. 541-548 - Xiao-Chuan Zhang, Qiu-Hua Lin, Ying-Guang Hao:
Fusion of Laser Point Clouds and Color Images with Post-calibration. 549-556 - Jose Alejandro Salazar-Castro, Paul D. Rosero-Montalvo, Diego Fernando Peña-Unigarro, Ana Cristina Umaquinga-Criollo, Zenaida Castillo-Marrero, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez:
A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction. 557-567 - Xuye Zhi, Chengan Guo:
Bird Species Recognition Based on Deep Learning and Decision Fusion. 568-577 - Shuang Qiu, Mingyang Jiang, Zhifeng Zhang, Yinan Lu, Zhili Pei:
Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item. 578-584 - Lianqiang Li, Jie Zhu:
Overcomplete Dictionary Pair for Music Super-Resolution. 585-592 - Jin Zhang, Shukai Duan, Lidan Wang, Xianli Zou:
Multi-column Spatial Transformer Convolution Neural Network for Traffic Sign Recognition. 593-600 - Tao Shen, Zhan-Li Sun, Fu-Qiang Han, Ya-Min Wang:
Real-Time Key Frame Extraction in a Low Lighting Condition. 601-610 - Chao Zheng, Zhan-Li Sun, Nan Wang, Xin-Yuan Bao:
Moving Cast Shadow Removal Based on Texture Feature and Color Space. 611-618 - Trung Xuan Hoang, Tuyet Van Dao, Nguyen Trinh Nguyen, Huy Hoang Ngo, Sergey Ablameyko:
A Novel Low Level Feature Normalization Method for Content Based Image Retrieval. 619-627 - Thai Yen Ta, Hung Van Nguyen, Tuyet Van Dao, Huy Hoang Ngo, Sergey Ablameyko:
An Effective Algorithm for Determining Pitch Markers of Vietnamese Speech Sentences. 628-636 - Zeng-Mei Li, Hui-Na Dai, Zhan-Li Sun, Xia Chen:
An Effective Facial Image Verification Based Attendance Management System. 637-644
Intelligent Control, Robotics and Hardware
- Run-Dong Liu, Zhi-Hui Zhan, Wei-Neng Chen, Zhiwen Yu, Jun Zhang:
Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning. 647-655 - Yu Li, Min Han, Bing Han, Xinyi Le, Shunshoku Kanae:
Fault Diagnosis Method of Diesel Engine Based on Improved Structure Preserving and K-NN Algorithm. 656-664 - Cheng Liu, Jingqi Li, Rong Zhao, Tieshan Li:
NN - Sliding Mode Control Design for Trajectory Tracking and Roll Reduction of Marine Vessels. 665-676 - Zhan Shi, Zhanshan Wang, Yanhong Luo, Dan Ye:
Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming. 677-685 - Jiasen Wang, Jun Wang:
Task Assignment Based on a Dual Neural Network. 686-694 - Boris V. Kryzhanovsky, Iakov M. Karandashev, Magomed Yu. Malsagov:
Dependence of Critical Temperature on Dispersion of Connections in 2D Grid. 695-702 - Qiang Xiao, Shiping Wen, Zhigang Zeng, Tingwen Huang:
Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems. 703-710 - Junbin Li, Qi Chen, Le Xie, Fan Feng, Wei Xue, Baijun Dong, Hesheng Wang, Yunhui Liu:
The Design of Ureteral Renal Interventional Robot for Diagnosis and Treatment. 711-718 - Ning Wang, Qi Deng, Yongpeng Weng:
Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor. 719-726 - Yuri I. Eremenko, Anton I. Glushchenko, Vladislav A. Petrov, Aleksandr V. Molodykh:
On Speed Controller Neural Tuner Application to Compensate PMSM Mechanics Inertia Moment Drift. 727-735 - Julio Pérez, Yu Tang, Ileana Grave:
Nonlinear Observers for a Class of Neuronal Oscillators in the Presence of Strong Measurement Noise. 736-744 - Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak:
Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. 745-756 - Zhijun Zhang, Lingdong Kong, Yaru Niu:
A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms. 757-767 - Yong-Hua Liu, Chun-Yi Su:
Robust Control Design of Uncertain Strict Feedback Systems Using Adaptive Filters. 768-774 - Zhijun Zhang, Yaru Niu, Shangen Wu, Shuyang Lin, Lingdong Kong:
Analysis of Influencing Factors on Humanoid Robots' Emotion Expressions by Body Language. 775-785
Bio-signal, Bioinformatics and Biomedical Engineering
- Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong:
Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition. 789-799 - Valeria Karpinskaia, Vsevolod Lyakhovetskii, Alla Cherniavskaia, Yuri Shilov:
The Aftereffects of Visual Illusions (Ponzo and Müller-Lyer): Hand-Dependent Effects in Sensorimotor Domain. 800-806 - Shaomin Yan, Guang Wu:
Network Study on SecA - A Component of Sec Secretion System in Bacteria Pseudomonas Aeruginosa. 807-814 - Yong Wang, Zhiqiang Zhang, Nanchuan Cai, Yousheng Zhou, Di Xiao:
A Prediction Model for the Risk of Osteoporosis Fracture in the Elderly Based on a Neural Network. 815-823 - Yao Miao, Jianting Cao:
Patients' EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination. 824-833 - Hanyong Zhang, Qingfang Meng, Mingmin Liu, Yang Li:
A New Epileptic Seizure Detection Method Based on Fusion Feature of Weighted Complex Network. 834-841 - Qingfang Meng, Lei Du, Shanshan Chen, Hanyong Zhang:
Epileptic Detection Based on EMD and Sparse Representation in Clinic EEG. 842-849 - Huijie Shang, Zhongting Jiang, Dong Wang, Yuehui Chen, Peng Wu, Jin Zhou, Shi-Yuan Han:
Dynamical Analysis of a Stochastic Neuron Spiking Activity in the Biological Experiment and Its Simulation by INa, P + I K Model. 850-859 - Rim Somai, Meriem Riahi, Faouzi Moussa:
Blinks Identification Using the GMM Classification Method of Polynomial Modeling of EEG Signals. 860-867
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