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ORCIDISNN 2016: St. Petersburg, Russia
- Long Cheng, Qingshan Liu, Andrey Ronzhin:
Advances in Neural Networks - ISNN 2016 - 13th International Symposium on Neural Networks, ISNN 2016, St. Petersburg, Russia, July 6-8, 2016, Proceedings. Lecture Notes in Computer Science 9719, Springer 2016, ISBN 978-3-319-40662-6
Signal and Image Processing
- Zhanquan Sun, Huifen Huang, Feng Li:
Large Scale Image Steganalysis Based on MapReduce. 3-11 - Ruohui Wang:
Edge Detection Using Convolutional Neural Network. 12-20 - Min Han, Chengkun Zhang, Jun Wang
:
Spectral-spatial Classification of Hyperspectral Image Based on Locality Preserving Discriminant Analysis. 21-29 - Tiantian Yang, Fengyu Cong, Zheng Chang, Youyi Liu, Tapani Ristaniemi, Hong Li:
Individual Independent Component Analysis on EEG: Event-Related Responses Vs. Difference Wave of Deviant and Standard Responses. 30-39 - Vladimir I. Vorobiev, Elena L. Evnevich, Dmitriy K. Levonevskiy:
Parallel Classification of Large Aerospace Images by the Multi-alternative Discrete Accumulation Method. 40-48 - Sergey V. Bozhokin, Irina B. Suslova:
Instantaneous Wavelet Correlation of Spectral Integrals Related to Records from Different EEG Channels. 49-55 - Alexandr Y. Petukhov, Sofia A. Polevaya:
The Theory of Information Images: Modeling of Communicative Interactions of Individuals. 56-65 - Wenjie Li, Ling Zou, Tiantong Zhou, Changming Wang, Jiongru Zhou:
A Two-Stage Channel Selection Model for Classifying EEG Activities of Young Adults with Internet Addiction. 66-73 - Anton Yakovenko, Galina Malychina:
Text-independent Speaker Recognition Using Radial Basis Function Network. 74-81 - Oleg Kudashev, Sergey Novoselov, Timur Pekhovsky, Konstantin Simonchik, Galina Lavrentyeva:
Usage of DNN in Speaker Recognition: Advantages and Problems. 82-91 - Yuqing Hou:
Boosted Inductive Matrix Completion for Image Tagging. 92-99 - Konstantin M. Sonkin, Lev Stankevich, Yulia Khomenko, Zhanna V. Nagornova, Natalia V. Shemyakina, Alexandra Koval, Dmitry Perets:
Neurological Classifier Committee Based on Artificial Neural Networks and Support Vector Machine for Single-Trial EEG Signal Decoding. 100-107 - German A. Chernykh, Yuri A. Kuperin, Ludmila A. Dmitrieva, Angelina A. Navleva:
Calculation of Analogs for the Largest Lyapunov Exponents for Acoustic Data by Means of Artificial Neural Networks. 108-114 - Heysem Kaya, Alexey A. Karpov, Albert Ali Salah:
Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines. 115-123
Dynamical Behaviors of Recurrent Neural Networks
- Calin-Adrian Popa:
Matrix-Valued Hopfield Neural Networks. 127-134 - Manchun Tan, Desheng Xu:
Synchronization of Coupled Neural Networks with Nodes of Different Dimensions. 135-142 - Shujun Long, Bing Li:
Asymptotic Behaviors for Non-autonomous Difference Neural Networks with Impulses and Delays. 143-151 - Haisha Niu, Zhanshan Wang, Zhenwei Liu, Yingwei Zhang:
Optimal Real-Time Price in Smart Grid via Recurrent Neural Network. 152-159 - Sitian Qin, Yongyi Tan, Fuqiang Wang:
Exponential Stability of Anti-periodic Solution of Cohen-Grossberg Neural Networks with Mixed Delays. 160-167 - Zhenjiang Zhao, Qiankun Song:
Stability of Complex-Valued Cohen-Grossberg Neural Networks with Time-Varying Delays. 168-176 - Vasiliy Osipov:
Space-Time Structures of Recurrent Neural Networks with Controlled Synapses. 177-184 - Sergey Baranov:
A Practical Simulator of Associative Intellectual Machine. 185-195 - Mikhail S. Tarkov:
Hopfield Network with Interneuronal Connections Based on Memristor Bridges. 196-203 - A. Yu. Dorogov:
Two-Dimensional Fast Orthogonal Neural Networks. 204-210 - Zhouhong Li:
Existence of Periodic Solutions to Non-autonomous Delay Cohen-Grossberg Neural Networks with Impulses on Time Scales. 211-220
Intelligent Control
- Xing Liu, Dan Wang, Zhouhua Peng:
Improved Direct Finite-control-set Model Predictive Control Strategy with Delay Compensation and Simplified Computational Approach for Active Front-end Rectifiers. 223-232 - Long Cheng, Ming Cheng, Hongnian Yu, Lu Deng, Zeng-Guang Hou:
Distributed Tracking Control of Uncertain Multiple Manipulators Under Switching Topologies Using Neural Networks. 233-241 - He Chen, Yongchun Fang, Ning Sun:
A Novel Emergency Braking Method with Payload Swing Suppression for Overhead Crane Systems. 242-249 - Xiaoli Liu, Chun-Yi Su, Zhijun Li:
Neural Network Approximation Based Multi-dimensional Active Control of Regenerative Chatter in Micro-milling. 250-259 - Li Qiu, Liuxiao Guo, Jia Liu, Yongqing Yang:
A Distributed Delay Consensus of Multi-Agent Systems with Nonlinear Dynamics in Directed Networks. 260-268 - Qinglai Wei, Derong Liu:
Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming. 269-276 - Elena M. Budkina, Evgenii B. Kuznetsov, Tatiana V. Lazovskaya, Sergey S. Leonov, Dmitriy A. Tarkhov, Alexander N. Vasilyev:
Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations. 277-283 - Xiangyong Chen, Jinde Cao, Jianlong Qiu, Chengdong Yang:
Transmission Synchronization Control of Multiple Non-identical Coupled Chaotic Systems. 284-291 - Anton Aliseychik, Igor Orlov, Vladimir E. Pavlovsky, Alexey Podoprosvetov, Marina Shishova, Vladimir Smolin:
Pneumatic Manipulator with Neural Network Control. 292-301 - Galina F. Malykhina, Yuri Grodetskiy:
Dynamic Noise Reduction in the System Measuring Efficiency of Light Emitting Diodes. 302-309 - Vladimir I. Gorbachenko, Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Alexander N. Vasilyev, Maxim V. Zhukov:
Neural Network Technique in Some Inverse Problems of Mathematical Physics. 310-316 - A. V. Bakhshiev, F. V. Gundelakh:
The Model of the Robot's Hierarchical Behavioral Control System. 317-327 - Jing Zhao, Shaoning Pang, Bruce Hartill, Abdolhossein Sarrafzadeh:
Object Trajectory Association Rules for Tracking Trailer Boat in Low-frame-rate Videos. 328-337 - Xuebo Zhang, Ruijie Xue, Yimin Yang, Long Cheng, Yongchun Fang:
Learning Time-optimal Anti-swing Trajectories for Overhead Crane Systems. 338-345 - Lingling Wang, Li Fu, Xiaoguang Hu, Guofeng Zhang:
Attitude Estimation for UAV with Low-Cost IMU/ADS Based on Adaptive-Gain Complementary Filter. 346-355 - Dan Li, Xiaoguang Hu, Guofeng Zhang, Haibin Duan:
Hot-Redundancy CPCI Measurement and Control System Based on Probabilistic Neural Networks. 356-364 - Veniamin Evdokimenkov, Roman Kim, Mikhail Krasilshchikov, German Sebrjakov:
Individually Adapted Neural Network for Pilot's Final Approach Actions Modeling. 365-372
Clustering, Classification, Modeling, and Forecasting
- Alexandr A. Ezhov, Andrei G. Khromov, Svetlana S. Terentyeva:
On Neurochemical Aspects of Agent-Based Memory Model. 375-384 - Eric Wai Ming Lee, Michelle Ching Wa Li:
Intelligent Route Choice Model for Passengers' Movement in Subway Stations. 385-392 - Francisco de A. T. de Carvalho, Marcelo Rodrigo Portela Ferreira, Eduardo C. Simões:
A Gaussian Kernel-based Clustering Algorithm with Automatic Hyper-parameters Computation. 393-400 - Chunying Cheng, Lanying Bao, Chunhua Bao:
Network Intrusion Detection with Bat Algorithm for Synchronization of Feature Selection and Support Vector Machines. 401-408 - Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki:
Motion Detection in Asymmetric Neural Networks. 409-417 - Irina S. Kipyatkova, Alexey Karpov:
Language Models with RNNs for Rescoring Hypotheses of Russian ASR. 418-425 - Meng Joo Er, Fan Liu, Ning Wang, Yong Zhang, Mahardhika Pratama:
User-Level Twitter Sentiment Analysis with a Hybrid Approach. 426-433 - Michael M. Li:
The Development of a Nonlinear Curve Fitter Using RBF Neural Networks with Hybrid Neurons. 434-443 - Andrei Novikov, Elena N. Benderskaya:
Networks of Coupled Oscillators for Cluster Analysis: Overview and Application Prospects. 444-453 - Hossein Shayeghi, Ali Ghasemi, Mohammad Moradzadeh:
Day-Ahead Electricity Price Forecasting Using WT, MI and LSSVM Optimized by Modified ABC Algorithm. 454-464 - Dmitry Zaitsev, Natalia Zaitseva:
Categorization in Intentional Theory of Concepts. 465-473 - Meng Joo Er, Vijaya Krishna Yalavarthi, Ning Wang, Rajasekar Venkatesan:
A Novel Incremental Class Learning Technique for Multi-class Classification. 474-481 - F. D. Tarasenko, Dmitriy A. Tarkhov:
Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms. 482-489 - Solmaz Bagherpour, Àngela Nebot, Francisco Mugica:
FIR as Classifier in the Presence of Imbalanced Data. 490-496 - I. A. Saitov, O. O. Basov, Anna I. Motienko, S. I. Saitov, M. M. Bizin, V. Yu. Budkov:
Neural Network System for Monitoring State of a High-Speed Fiber-Optical Linear Path. 497-504 - Andrey V. Savchenko:
Pattern Classification with the Probabilistic Neural Networks Based on Orthogonal Series Kernel. 505-512 - Ekaterina A. Blagoveshchenskaya, Aleksandra I. Dashkina, Tatiana V. Lazovskaya, Viktoria V. Ryabukhina, Dmitriy A. Tarkhov:
Neural Network Methods for Construction of Sociodynamic Models Hierarchy. 513-520 - Igor Saenko, Fadey Skorik, Igor V. Kotenko:
Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States. 521-530 - Catarina Silva, Bernardete Ribeiro:
Multiclass Ensemble of One-against-all SVM Classifiers. 531-539 - Ping Guo, Jian Yu, Qian Yin:
Long Exposure Point Spread Function Modeling with Gaussian Processes. 540-546 - Tatiana A. Shemyakina, Dmitriy A. Tarkhov, Alexander N. Vasilyev:
Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor. 547-554 - Peng Ji, Xin Xin, Ping Guo:
Fine-Grained Real Estate Estimation Based on Mixture Models. 555-564 - Tamara Chistyakova, Mikhail Teterin, Alexander Razygraev, Christian Kohlert:
Intellectual Analysis System of Big Industrial Data for Quality Management of Polymer Films. 565-572 - Vladimir Smolin:
Some Ideas of Informational Deep Neural Networks Structural Organization. 573-582 - Alexander N. Vasilyev, Ilya S. Kolbin, Dmitry L. Reviznikov:
Meshfree Computational Algorithms Based on Normalized Radial Basis Functions. 583-591
Evolutionary Computation
- Cong Jin, Jinan Liu:
An Experimental Assessment of Hybrid Genetic-Simulated Annealing Algorithm. 595-602 - Zong-Gan Chen, Zhi-hui Zhan, Wen Shi, Wei-neng Chen, Jun Zhang:
When Neural Network Computation Meets Evolutionary Computation: A Survey. 603-612 - Alexander M. Soroka, Pavel E. Kovalets, Igor E. Kheidorov:
New Adaptive Feature Vector Construction Procedure for Speaker Emotion Recognition Based on Wavelet Transform and Genetic Algorithm. 613-619 - Evgeny Kostyuchenko, Mihail Gurakov, Egor Krivonosov, Maxim Tomyshev, Roman V. Mescheryakov, Ilya A. Hodashinsky:
Integration of Bayesian Classifier and Perceptron for Problem Identification on Dynamics Signature Using a Genetic Algorithm for the Identification Threshold Selection. 620-627
Cognition Computation and Spiking Neural Networks
- Hang Liu, Xiaodong Gu:
Tracking Based on Unit-Linking Pulse Coupled Neural Network Image Icon and Particle Filter. 631-639 - Luis Lechuga-Gutiérrez, Eduardo Bayro-Corrochano:
Quaternion Spike Neural Networks. 640-646 - Vladimir Bondarev:
Vector-Matrix Models of Pulse Neuron for Digital Signal Processing. 647-656 - Zaur M. Shibzukhov, Denis Cherednikov:
About \varSigma \varPi -neuron Models of Aggregating Type. 657-664 - Mikhail V. Kiselev:
Conversion from Rate Code to Temporal Code - Crucial Role of Inhibition. 665-672 - Elena Astasheva, Maksim Astashev, Valentina F. Kitchigina:
Analysis of Oscillations in the Brain During Sensory Stimulation: Cross-Frequency Relations. 673-680 - Yidong Zhu, Xiao Wang, Tingwen Huang, Zhigang Zeng:
Memristor-Based Neuromorphic System with Content Addressable Memory Structure. 681-690 - Victor L. Vvedensky, A. Yu. Nikolayeva:
Detailed Structure of the Cortical Magnetic Response to Words. 691-697 - Fayçal Saffih, Wan Abdullah, Zainol Ibrahim:
Pre-coding & Testing Technique for Interfacing Neural Networks Associative Memory. 698-705 - Valeria Karpinskaia, Vsevolod Lyakhovetskii, Viktor Allakhverdov, Yuri Shilov:
The Peculiarities of Perceptual Set in Sensorimotor Illusions. 706-711 - Oleg Grigoriev:
Generalized Truth Values: From Logic to the Applications in Cognitive Sciences. 712-719 - Vladimir G. Red'ko:
Modeling of Cognitive Evolution: Agent-Based Investigations in Cognitive Science. 720-730 - Anita Balandina, Artyom Chernyshov, Valentin Klimov, Anastasiya Kostkina:
Usage of Language Particularities for Semantic Map Construction: Affixes in Russian Language. 731-738
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