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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 28
Volume 28, Number 1, January 2017
- Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang:
Editorial: A Successful Year and Looking Forward to 2017 and Beyond. 2-7 - Yoshihiro Nakamura, Osamu Hasegawa:
Nonparametric Density Estimation Based on Self-Organizing Incremental Neural Network for Large Noisy Data. 8-17 - Huaguang Zhang, Hongjing Liang, Zhanshan Wang, Tao Feng:
Optimal Output Regulation for Heterogeneous Multiagent Systems via Adaptive Dynamic Programming. 18-29 - Jinling Wang
, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity:
SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. 30-43 - Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller:
Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. 44-56 - Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Xiang Zhao:
Unsupervised Metric Fusion Over Multiview Data by Graph Random Walk-Based Cross-View Diffusion. 57-70 - Xinlei Yi, Wenlian Lu, Tianping Chen:
Pull-Based Distributed Event-Triggered Consensus for Multiagent Systems With Directed Topologies. 71-79 - Yiu-ming Cheung, Meng Li, Qinmu Peng, C. L. Philip Chen:
A Cooperative Learning-Based Clustering Approach to Lip Segmentation Without Knowing Segment Number. 80-93 - Shengyu Nan, Lei Sun, Badong Chen, Zhiping Lin, Kar-Ann Toh:
Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets. 94-106 - Tsung-Jung Liu, Kuan-Hsien Liu, Joe Yuchieh Lin, Weisi Lin, C.-C. Jay Kuo:
A ParaBoost Method to Image Quality Assessment. 107-121 - Lianfang Cai, Xuemin Tian, Sheng Chen:
Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. 122-135 - Pin Lim, Chi Keong Goh, Kay Chen Tan, Partha Sarathi Dutta:
Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble. 136-148 - Huilin Xiong, Wenxian Yu, Xin Yang, M. N. S. Swamy, Qiuze Yu:
Learning the Conformal Transformation Kernel for Image Recognition. 149-163 - Cemal Okan Sakar, Olcay Kursun:
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. 164-176 - Xuesong Zhang, Yan Zhuang, Huosheng Hu, Wei Wang:
3-D Laser-Based Multiclass and Multiview Object Detection in Cluttered Indoor Scenes. 177-190 - Ruixue Han, Jiang Wang, Rui Miao, Bin Deng, Ying-Mei Qin, Haitao Yu, Xile Wei:
Propagation of Collective Temporal Regularity in Noisy Hierarchical Networks. 191-205 - Ailong Wu, Zhigang Zeng:
Global Mittag-Leffler Stabilization of Fractional-Order Memristive Neural Networks. 206-217 - Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Andy M. Tyrrell, Michael A. Lones:
Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification. 218-230 - Zhao Lu, Jing Sun, Kenneth R. Butts:
Multiscale Support Vector Learning With Projection Operator Wavelet Kernel for Nonlinear Dynamical System Identification. 231-243
Volume 28, Number 2, February 2017
- Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Hierarchical Change-Detection Tests. 246-258 - Huaguang Zhang, Qi-He Shan, Zhanshan Wang:
Stability Analysis of Neural Networks With Two Delay Components Based on Dynamic Delay Interval Method. 259-267 - Yong Xu, Renquan Lu, Hui Peng, Kan Xie, Anke Xue:
Asynchronous Dissipative State Estimation for Stochastic Complex Networks With Quantized Jumping Coupling and Uncertain Measurements. 268-277 - Zhengming Li, Zhihui Lai, Yong Xu, Jian Yang, David Zhang:
A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification. 278-293 - Guanyu Lai, Zhi Liu, Yun Zhang, Chun-Lung Philip Chen, Shengli Xie:
Asymmetric Actuator Backlash Compensation in Quantized Adaptive Control of Uncertain Networked Nonlinear Systems. 294-307 - Lei Wang, Lingqiao Liu, Luping Zhou:
A Graph-Embedding Approach to Hierarchical Visual Word Mergence. 308-320 - Dongdong Zheng, Wen-Fang Xie, Xuemei Ren, Jing Na:
Identification and Control for Singularly Perturbed Systems Using Multitime-Scale Neural Networks. 321-333 - Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, Jianhuang Lai:
Out-of-Sample Extensions for Non-Parametric Kernel Methods. 334-345 - Hao Shen, Yanzheng Zhu, Lixian Zhang, Ju H. Park:
Extended Dissipative State Estimation for Markov Jump Neural Networks With Unreliable Links. 346-358 - Yitian Xu, Zhiji Yang, Xianli Pan:
A Novel Twin Support-Vector Machine With Pinball Loss. 359-370 - Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo:
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network. 371-382 - Dusan Stosic, Darko Stosic, Cleber Zanchettin, Teresa Bernarda Ludermir, Borko D. Stosic:
QRNN: q -Generalized Random Neural Network. 383-390 - Junfei Qiao, Fanjun Li, Honggui Han, Wenjing Li:
Growing Echo-State Network With Multiple Subreservoirs. 391-404 - Debarka Sengupta, Sanghamitra Bandyopadhyay, Debajyoti Sinha:
A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining. 405-414 - Shuai Li, Jinbo He, Yangming Li, Muhammad Usman Rafique:
Distributed Recurrent Neural Networks for Cooperative Control of Manipulators: A Game-Theoretic Perspective. 415-426 - Xiao-Jian Li, Guang-Hong Yang:
Graph Theory-Based Pinning Synchronization of Stochastic Complex Dynamical Networks. 427-437 - Wei Xue, Wensheng Zhang:
Learning a Coupled Linearized Method in Online Setting. 438-450 - Ming Shao, Yun Fu:
Cross-Modality Feature Learning Through Generic Hierarchical Hyperlingual-Words. 451-463 - Xiaohua Zhang, Huaxiang Han, Weidong Zhang:
Identification of Boolean Networks Using Premined Network Topology Information. 464-469 - Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Gonzalo Cerruela García:
A Proposal for Local k Values for k-Nearest Neighbor Rule. 470-475 - Shukai Duan, Huamin Wang, Lidan Wang, Tingwen Huang, Chuandong Li:
Impulsive Effects and Stability Analysis on Memristive Neural Networks With Variable Delays. 476-481 - Haibin Sun, Lei Guo:
Neural Network-Based DOBC for a Class of Nonlinear Systems With Unmatched Disturbances. 482-489
Volume 28, Number 3, March 2017
- Yong-Duan Song, Frank L. Lewis, Marios M. Polycarpou, Danil V. Prokhorov, Dongbin Zhao:
Guest Editorial Special Issue on New Developments in Neural Network Structures for Signal Processing, Autonomous Decision, and Adaptive Control. 494-499 - Dimitri P. Bertsekas:
Value and Policy Iterations in Optimal Control and Adaptive Dynamic Programming. 500-509 - Matthew J. Hausknecht, Wen-Ke Li, Michael D. Mauk, Peter Stone:
Machine Learning Capabilities of a Simulated Cerebellum. 510-522 - Tim de Bruin, Kim Verbert, Robert Babuska:
Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks. 523-533 - Karthikeyan Rajagopal, Sivasubramanya Nadar Balakrishnan, Jerome R. Busemeyer:
Neural Network-Based Solutions for Stochastic Optimal Control Using Path Integrals. 534-545 - Nuri Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat:
Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines. 546-558 - Xiao-Jian Li, Guang-Hong Yang:
Adaptive Fault-Tolerant Synchronization Control of a Class of Complex Dynamical Networks With General Input Distribution Matrices and Actuator Faults. 559-569 - Lili Zhou, Chunhua Wang, Sichun Du, Ling Zhou:
Cluster Synchronization on Multiple Nonlinearly Coupled Dynamical Subnetworks of Complex Networks With Nonidentical Nodes. 570-583 - Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. 584-598 - Huaguang Zhang, Tao Feng, Hongjing Liang, Yanhong Luo:
LQR-Based Optimal Distributed Cooperative Design for Linear Discrete-Time Multiagent Systems. 599-611 - Hongwei Chen, Jinling Liang, Tingwen Huang, Jinde Cao:
Synchronization of Arbitrarily Switched Boolean Networks. 612-619 - Xinyi Le, Jun Wang:
A Two-Time-Scale Neurodynamic Approach to Constrained Minimax Optimization. 620-629 - Zhuo Wang, Yong Xu, Renquan Lu, Hui Peng:
Finite-Time State Estimation for Coupled Markovian Neural Networks With Sensor Nonlinearities. 630-638 - Avimanyu Sahoo, Hao Xu, Sarangapani Jagannathan:
Approximate Optimal Control of Affine Nonlinear Continuous-Time Systems Using Event-Sampled Neurodynamic Programming. 639-652 - Yue Deng, Feng Bao, Youyong Kong, Zhiquan Ren, Qionghai Dai:
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading. 653-664 - Mauro Brunato, Roberto Battiti:
A Telescopic Binary Learning Machine for Training Neural Networks. 665-677 - Yujuan Wang, Yongduan Song:
Fraction Dynamic-Surface-Based Neuroadaptive Finite-Time Containment Control of Multiagent Systems in Nonaffine Pure-Feedback Form. 678-689 - Jun Li, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene. 690-703 - Ruizhuo Song, Frank L. Lewis, Qinglai Wei:
Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games. 704-713 - Yuanheng Zhu, Dongbin Zhao, Xiangjun Li:
Iterative Adaptive Dynamic Programming for Solving Unknown Nonlinear Zero-Sum Game Based on Online Data. 714-725 - Li-Bing Wu, Guang-Hong Yang:
Adaptive Output Neural Network Control for a Class of Stochastic Nonlinear Systems With Dead-Zone Nonlinearities. 726-739 - Huaguang Zhang, Junyi Wang, Zhanshan Wang, Hongjing Liang:
Sampled-Data Synchronization Analysis of Markovian Neural Networks With Generally Incomplete Transition Rates. 740-752 - Rushikesh Kamalapurkar, Lindsey Andrews, Patrick Walters, Warren E. Dixon:
Model-Based Reinforcement Learning for Infinite-Horizon Approximate Optimal Tracking. 753-758 - Yuanming Zhu, Zhongsheng Hou, Feng Qian, Wenli Du:
Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation. 759-765 - Huamin Wang, Shukai Duan, Tingwen Huang, Lidan Wang, Chuandong Li:
Exponential Stability of Complex-Valued Memristive Recurrent Neural Networks. 766-771
Volume 28, Number 4, April 2017
- Zhaohui Wu, Ryad Benosman, Huajin Tang, Shih-Chii Liu:
Guest Editorial Learning in Neuromorphic Systems and Cyborg Intelligence. 774-777 - Roshan Gopalakrishnan, Arindam Basu:
Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse. 778-790 - Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi:
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. 791-803 - Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Lourdes Miro-Amarante, Manuel Jesus Domínguez-Morales, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach. 804-818 - Udaya Bhaskar Rongala, Alberto Mazzoni, Calogero Maria Oddo:
Neuromorphic Artificial Touch for Categorization of Naturalistic Textures. 819-829 - Shingo Murata, Yuichi Yamashita, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano, Jun Tani:
Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment. 830-848 - Wang Wei Lee, Sunil L. Kukreja, Nitish V. Thakor:
CONE: Convex-Optimized-Synaptic Efficacies for Temporally Precise Spike Mapping. 849-861 - Chaohua Wu, Ke Lin, Wei Wu, Xiaorong Gao:
A Novel Algorithm for Learning Sparse Spatio-Spectral Patterns for Event-Related Potentials. 862-872 - Fang Wang, Yiwen Wang, Kai Xu, Hongbao Li, Yuxi Liao, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe:
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. 873-886 - Nikola K. Kasabov, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh:
Mapping, Learning, Visualization, Classification, and Understanding of fMRI Data in the NeuCube Evolving Spatiotemporal Data Machine of Spiking Neural Networks. 887-899 - Subhrajit Roy, Arindam Basu:
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks. 900-910 - Jiali Yu, Hua Mao, Zhang Yi:
Parameter as a Switch Between Dynamical States of a Network in Population Decoding. 911-916 - Zhicong Qiu, David J. Miller, George Kesidis:
A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes. 917-933 - Xin Xu, Zhenhua Huang, Lei Zuo, Haibo He:
Manifold-Based Reinforcement Learning via Locally Linear Reconstruction. 934-947 - Zuyuan Yang, Yong Xiang, Kan Xie, Yue Lai:
Adaptive Method for Nonsmooth Nonnegative Matrix Factorization. 948-960 - Jen-Huo Wang, Chen-Ting Tang, Hsin Chen:
An Adaptable Continuous Restricted Boltzmann Machine in VLSI for Fusing the Sensory Data of an Electronic Nose. 961-974 - Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou:
Scalable Algorithms for Multi-Instance Learning. 975-987 - Christodoulos Keliris, Marios M. Polycarpou, Thomas Parisini:
An Integrated Learning and Filtering Approach for Fault Diagnosis of a Class of Nonlinear Dynamical Systems. 988-1004 - Luca Bravi, Veronica Piccialli, Marco Sciandrone:
An Optimization-Based Method for Feature Ranking in Nonlinear Regression Problems. 1005-1010 - Masaki Kobayashi:
Symmetric Complex-Valued Hopfield Neural Networks. 1011-1015
Volume 28, Number 5, May 2017
- Dino Ienco, Ruggero G. Pensa, Rosa Meo:
A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data. 1017-1029 - Quan Guo, Haixian Zhang, Zhang Yi:
High-Order Measurements for Residual Classifiers. 1030-1042 - Huaqing Li, Guo Chen, Tingwen Huang, Zhaoyang Dong:
High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies. 1043-1054 - Xinzhi Liu, Kexue Zhang, Wei-Chau Xie:
Pinning Impulsive Synchronization of Reaction-Diffusion Neural Networks With Time-Varying Delays. 1055-1067 - Qing Song, Zhao Xu, Haijin Fan, Danwei Wang:
Robust Recurrent Kernel Online Learning. 1068-1081 - Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Zhao-Rong Lai:
Learning Kernel Extended Dictionary for Face Recognition. 1082-1094 - Shu Fang, Jia Li, Yonghong Tian, Tiejun Huang, Xiaowu Chen:
Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis. 1095-1108 - Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Coarse-to-Fine Learning for Single-Image Super-Resolution. 1109-1122 - Pengjiang Qian, Yizhang Jiang, Shitong Wang, Kuan-Hao Su, Jun Wang, Lingzhi Hu, Raymond F. Muzic Jr.:
Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness. 1123-1138 - Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu:
State Estimation for Discrete-Time Dynamical Networks With Time-Varying Delays and Stochastic Disturbances Under the Round-Robin Protocol. 1139-1151 - Bo Shen, Zidong Wang, Hong Qiao:
Event-Triggered State Estimation for Discrete-Time Multidelayed Neural Networks With Stochastic Parameters and Incomplete Measurements. 1152-1163 - ShuiGuang Deng, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu:
On Deep Learning for Trust-Aware Recommendations in Social Networks. 1164-1177 - Wenwu He, James Tin-Yau Kwok, Ji Zhu, Yang Liu:
A Note on the Unification of Adaptive Online Learning. 1178-1191 - Young C. Yoon:
LIF and Simplified SRM Neurons Encode Signals Into Spikes via a Form of Asynchronous Pulse Sigma-Delta Modulation. 1192-1205 - Zheng Yan, Jianchao Fan, Jun Wang:
A Collective Neurodynamic Approach to Constrained Global Optimization. 1206-1215 - Isaac Chairez:
Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws. 1216-1227 - Eleonora Bilotta, Pietro S. Pantano, Stefano Vena:
Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors. 1228-1232 - Minyoung Kim:
Mixtures of Conditional Random Fields for Improved Structured Output Prediction. 1233-1240 - Bin Gu, Victor S. Sheng:
A Robust Regularization Path Algorithm for ν-Support Vector Classification. 1241-1248
Volume 28, Number 6, June 2017
- Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Yasar Ahmet Sekercioglu:
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing. 1250-1262 - Xiaofeng Zhu, Xuelong Li, Shichao Zhang, Chunhua Ju, Xindong Wu:
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection. 1263-1275 - Kan Xie, Zhaoshui He, Andrzej Cichocki, Xiaozhao Fang:
Rate of Convergence of the FOCUSS Algorithm. 1276-1289 - Li Niu, Xinxing Xu, Lin Chen, Lixin Duan, Dong Xu:
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources. 1290-1304 - Enmei Tu, Nikola K. Kasabov, Jie Yang:
Mapping Temporal Variables Into the NeuCube for Improved Pattern Recognition, Predictive Modeling, and Understanding of Stream Data. 1305-1317 - Ziting Chen, Zhijun Li, C. L. Philip Chen:
Adaptive Neural Control of Uncertain MIMO Nonlinear Systems With State and Input Constraints. 1318-1330 - Bing Wang, Kathryn E. Merrick, Hussein A. Abbass:
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. 1331-1344 - Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach. 1345-1359 - Chi-Sing Leung, Wai-Yan Wan, Ruibin Feng:
A Regularizer Approach for RBF Networks Under the Concurrent Weight Failure Situation. 1360-1372 - Emrah Ergul, Nafiz Arica, Narendra Ahuja, Sarp Ertürk:
Clustering Through Hybrid Network Architecture With Support Vectors. 1373-1385 - Kai Sun, Shao-Hsuan Huang, David Shan-Hill Wong, Shi-Shang Jang:
Design and Application of a Variable Selection Method for Multilayer Perceptron Neural Network With LASSO. 1386-1396 - Ziyin Wang, Mandan Liu, Yicheng Cheng, Rubin Wang:
Robustly Fitting and Forecasting Dynamical Data With Electromagnetically Coupled Artificial Neural Network: A Data Compression Method. 1397-1410 - Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths:
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. 1411-1424 - Jun Li, Tong Zhang, Wei Luo, Jian Yang, Xiao-Tong Yuan, Jian Zhang:
Sparseness Analysis in the Pretraining of Deep Neural Networks. 1425-1438 - Zi-Jun Jia, Yong-Duan Song:
Barrier Function-Based Neural Adaptive Control With Locally Weighted Learning and Finite Neuron Self-Growing Strategy. 1439-1451 - Chen Gong, Dacheng Tao, Wei Liu, Liu Liu, Jie Yang:
Label Propagation via Teaching-to-Learn and Learning-to-Teach. 1452-1465 - Emma Izquierdo-Verdiguier, Valero Laparra, Robert Jenssen, Luis Gómez-Chova, Gustau Camps-Valls:
Optimized Kernel Entropy Components. 1466-1472 - Wenjun Xiong, Xinghuo Yu, Yao Chen, Jie Gao:
Quantized Iterative Learning Consensus Tracking of Digital Networks With Limited Information Communication. 1473-1480 - Yongping Pan, Haoyong Yu:
Biomimetic Hybrid Feedback Feedforward Neural-Network Learning Control. 1481-1487
Volume 28, Number 7, July 2017
- Jie Gui, Zhenan Sun, Shuiwang Ji, Dacheng Tao, Tieniu Tan:
Feature Selection Based on Structured Sparsity: A Comprehensive Study. 1490-1507 - Liqiang Nie, Luming Zhang, Lei Meng, Xuemeng Song, Xiaojun Chang, Xuelong Li:
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease. 1508-1519 - Yong-Feng Gao, Xi-Ming Sun, Changyun Wen, Wei Wang:
Observer-Based Adaptive NN Control for a Class of Uncertain Nonlinear Systems With Nonsymmetric Input Saturation. 1520-1530 - Yan-Jun Liu, Shu Li, Shaocheng Tong, C. L. Philip Chen:
Neural Approximation-Based Adaptive Control for a Class of Nonlinear Nonstrict Feedback Discrete-Time Systems. 1531-1541 - Yanyi Rao, Xianda Zhang:
Characterization of Linearly Separable Boolean Functions: A Graph-Theoretic Perspective. 1542-1549 - Chunjie Zhang, Chao Liang, Liang Li, Jing Liu, Qingming Huang, Qi Tian:
Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks. 1550-1559 - Yan-Wu Wang, Wu Yang, Jiang-Wen Xiao, Zhigang Zeng:
Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay. 1560-1571 - Aysegul Dundar, Jonghoon Jin, Berin Martini, Eugenio Culurciello:
Embedded Streaming Deep Neural Networks Accelerator With Applications. 1572-1583 - Xiaolin Huang, Lei Shi, Johan A. K. Suykens:
Solution Path for Pin-SVM Classifiers With Positive and Negative τ Values. 1584-1593 - Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems. 1594-1605 - Yajun Zhang, Tianyou Chai, Dianhui Wang:
An Alternating Identification Algorithm for a Class of Nonlinear Dynamical Systems. 1606-1617 - Huabin Chen, Peng Shi, Cheng-Chew Lim:
Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control. 1618-1632 - Zhenzhong Chu, Daqi Zhu, Simon X. Yang:
Observer-Based Adaptive Neural Network Trajectory Tracking Control for Remotely Operated Vehicle. 1633-1645 - Bin Gu, Xingming Sun, Victor S. Sheng:
Structural Minimax Probability Machine. 1646-1656 - Shaofu Yang, Zhenyuan Guo, Jun Wang:
Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions. 1657-1667 - Wenbin Cai, Muhan Zhang, Ya Zhang:
Batch Mode Active Learning for Regression With Expected Model Change. 1668-1681 - Shuang Li, Shiji Song, Gao Huang:
Prediction Reweighting for Domain Adaptation. 1682-1695 - Lijun Long, Jun Zhao:
Switched-Observer-Based Adaptive Neural Control of MIMO Switched Nonlinear Systems With Unknown Control Gains. 1696-1709 - Tianping Chen, Xiwei Liu:
Μ-Stability of Nonlinear Positive Systems With Unbounded Time-Varying Delays. 1710-1715 - Yunyan Duan, Ou Wu:
Learning With Auxiliary Less-Noisy Labels. 1716-1721 - Sergio Decherchi, Walter Rocchia:
Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm. 1722-1729
Volume 28, Number 8, August 2017
- Akshay Kumar Maan, Deepthi Anirudhan Jayadevi, Alex Pappachen James:
A Survey of Memristive Threshold Logic Circuits. 1734-1746 - Qingshan Liu, Shaofu Yang, Jun Wang:
A Collective Neurodynamic Approach to Distributed Constrained Optimization. 1747-1758 - Danilo Vasconcellos Vargas, Junichi Murata:
Spectrum-Diverse Neuroevolution With Unified Neural Models. 1759-1773 - Ghasem Ahmadi, Mohammad Teshnehlab:
Designing and Implementation of Stable Sinusoidal Rough-Neural Identifier. 1774-1786 - Xutao Li, Michael K. Ng, Gao Cong, Yunming Ye, Qingyao Wu:
MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation. 1787-1800 - Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett:
Understanding Social Causalities Behind Human Action Sequences. 1801-1813 - Bilal Piot, Matthieu Geist, Olivier Pietquin:
Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning. 1814-1826 - Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren, Jigang Wu:
Passivity of Directed and Undirected Complex Dynamical Networks With Adaptive Coupling Weights. 1827-1839 - Ramasamy Saravanakumar, Muhammed Syed Ali, Choon Ki Ahn, Hamid Reza Karimi, Peng Shi:
Stability of Markovian Jump Generalized Neural Networks With Interval Time-Varying Delays. 1840-1850 - Lin Xu, Shaobo Lin, Yao Wang, Zongben Xu:
Shrinkage Degree in L2-Rescale Boosting for Regression. 1851-1864 - Kazunori Iwata:
Extending the Peak Bandwidth of Parameters for Softmax Selection in Reinforcement Learning. 1865-1877 - Xinsong Yang, Jinde Cao, Jinling Liang:
Exponential Synchronization of Memristive Neural Networks With Delays: Interval Matrix Method. 1878-1888 - Xiaofang Hu, Gang Feng, Shukai Duan, Lu Liu:
A Memristive Multilayer Cellular Neural Network With Applications to Image Processing. 1889-1901 - Shen Yin, Hongyan Yang, Huijun Gao, Jianbin Qiu, Okyay Kaynak:
An Adaptive NN-Based Approach for Fault-Tolerant Control of Nonlinear Time-Varying Delay Systems With Unmodeled Dynamics. 1902-1913 - Zhongsheng Hou, Shida Liu, Yantao Tian:
Lazy-Learning-Based Data-Driven Model-Free Adaptive Predictive Control for a Class of Discrete-Time Nonlinear Systems. 1914-1928 - Yongliang Yang, Donald Wunsch, Yixin Yin:
Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. 1929-1940 - Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints. 1941-1952 - Shanmugam Lakshmanan, Chee Peng Lim, Saeid Nahavandi, Mani Prakash, P. Balasubramaniam:
Dynamical Analysis of the Hindmarsh-Rose Neuron With Time Delays. 1953-1958 - Sabato Marco Siniscalchi, Valerio Mario Salerno:
Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions. 1959-1965 - Koichi Kobayashi, Kunihiko Hiraishi:
Design of Probabilistic Boolean Networks Based on Network Structure and Steady-State Probabilities. 1966-1971
Volume 28, Number 9, September 2017
- Jin Xu, Bo Tang, Haibo He, Hong Man:
Semisupervised Feature Selection Based on Relevance and Redundancy Criteria. 1974-1984 - Li Niu, Wen Li, Dong Xu, Jianfei Cai:
Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization. 1985-1999 - Esteban J. Palomo, Ezequiel López-Rubio:
The Growing Hierarchical Neural Gas Self-Organizing Neural Network. 2000-2009 - Qingfeng Liu, Chengjun Liu:
A Novel Locally Linear KNN Method With Applications to Visual Recognition. 2010-2021 - Ivo Bukovsky, Noriyasu Homma:
An Approach to Stable Gradient-Descent Adaptation of Higher Order Neural Units. 2022-2034 - Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li:
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression. 2035-2047 - Wentao Fan, Hassen Sallay, Nizar Bouguila:
Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection. 2048-2061 - Xingbao Gao, Li-Zhi Liao:
A Novel Neural Network for Generally Constrained Variational Inequalities. 2062-2075 - Ling Jian, Shuqian Shen, Jundong Li, Xijun Liang, Lei Li:
Budget Online Learning Algorithm for Least Squares SVM. 2076-2087 - Li-Ying Hao, Ju H. Park, Dan Ye:
Integral Sliding Mode Fault-Tolerant Control for Uncertain Linear Systems Over Networks With Signals Quantization. 2088-2100 - Peng Shi, Fanbiao Li, Ligang Wu, Cheng-Chew Lim:
Neural Network-Based Passive Filtering for Delayed Neutral-Type Semi-Markovian Jump Systems. 2101-2114 - Robert C. Grande, Thomas J. Walsh, Girish Chowdhary, Sarah Ferguson, Jonathan P. How:
Online Regression for Data With Changepoints Using Gaussian Processes and Reusable Models. 2115-2128 - Tongliang Liu, Mingming Gong, Dacheng Tao:
Large-Cone Nonnegative Matrix Factorization. 2129-2142 - Jiahu Qin, Wei Xing Zheng, Huijun Gao, Qichao Ma, Weiming Fu:
Containment Control for Second-Order Multiagent Systems Communicating Over Heterogeneous Networks. 2143-2155 - Zhouhua Peng, Dan Wang, Jun Wang:
Predictor-Based Neural Dynamic Surface Control for Uncertain Nonlinear Systems in Strict-Feedback Form. 2156-2167 - Lei Luo, Jian Yang, Jianjun Qian, Ying Tai, Gui-Fu Lu:
Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise. 2168-2182 - Yongduan Song, Junxia Guo, Xiucai Huang:
Smooth Neuroadaptive PI Tracking Control of Nonlinear Systems With Unknown and Nonsmooth Actuation Characteristics. 2183-2195 - Kunling Geng, Vasilis Z. Marmarelis:
Methodology of Recurrent Laguerre-Volterra Network for Modeling Nonlinear Dynamic Systems. 2196-2208 - Kendrick Amezquita S., Yan Lin, Waseem Aslam Butt, Peter C. Y. Chen:
Dynamic Surface Control for a Class of Nonlinear Feedback Linearizable Systems With Actuator Failures. 2209-2214 - Yue Wen, Jennie Si, Xiang Gao, Stephanie Huang, He (Helen) Huang:
A New Powered Lower Limb Prosthesis Control Framework Based on Adaptive Dynamic Programming. 2215-2220
Volume 28, Number 10, October 2017
- Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník, Bas R. Steunebrink, Jürgen Schmidhuber:
LSTM: A Search Space Odyssey. 2222-2232 - Yong Xu, Zuofeng Zhong, Jian Yang, Jane You, David Zhang:
A New Discriminative Sparse Representation Method for Robust Face Recognition via l2 Regularization. 2233-2242 - Shuai Li, Yunong Zhang, Long Jin:
Kinematic Control of Redundant Manipulators Using Neural Networks. 2243-2254 - Lin Wang, Bo Yang, Yuehui Chen, Xiaoqian Zhang, Jeff Orchard:
Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning. 2255-2267 - Zhizhong Han, Zhenbao Liu, Junwei Han, Chi-Man Vong, Shuhui Bu, Chun-Lung Philip Chen:
Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D Meshes. 2268-2281 - Tohru Nitta:
Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks. 2282-2293 - Xiaojun Chang, Yi Yang:
Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks. 2294-2305 - Chong Zhang, Pin Lim, A. Kai Qin, Kay Chen Tan:
Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics. 2306-2318 - Yi-Fei Pu, Zhang Yi, Jiliu Zhou:
Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks. 2319-2333 - Shiping Wen, Zhigang Zeng, Michael Z. Q. Chen, Tingwen Huang:
Synchronization of Switched Neural Networks With Communication Delays via the Event-Triggered Control. 2334-2343 - Jianchao Fan, Jun Wang:
A Collective Neurodynamic Optimization Approach to Nonnegative Matrix Factorization. 2344-2356 - Shengping Zhang, Xiangyuan Lan, Hongxun Yao, Huiyu Zhou, Dacheng Tao, Xuelong Li:
A Biologically Inspired Appearance Model for Robust Visual Tracking. 2357-2370 - Hao-Fan Yang, Tharam S. Dillon, Yi-Ping Phoebe Chen:
Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach. 2371-2381 - Li Sheng, Zidong Wang, Lei Zou, Fuad E. Alsaadi:
Event-Based H∞ State Estimation for Time-Varying Stochastic Dynamical Networks With State- and Disturbance-Dependent Noises. 2382-2394 - Ruibin Feng, Chi-Sing Leung, Anthony G. Constantinides, Wen-Jun Zeng:
Lagrange Programming Neural Network for Nondifferentiable Optimization Problems in Sparse Approximation. 2395-2407 - Jongkil Park, Theodore Yu, Siddharth Joshi, Christoph Maier, Gert Cauwenberghs:
Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems. 2408-2422 - Shuo Zhang, Yongguang Yu, Junzhi Yu:
LMI Conditions for Global Stability of Fractional-Order Neural Networks. 2423-2433 - Jinna Li, Hamidreza Modares, Tianyou Chai, Frank L. Lewis, Lihua Xie:
Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games. 2434-2445 - Housheng Su, Han Wu, Xia Chen:
Observer-Based Discrete-Time Nonnegative Edge Synchronization of Networked Systems. 2446-2455 - Zhanshan Wang, Sanbo Ding, Qi-He Shan, Huaguang Zhang:
Stability of Recurrent Neural Networks With Time-Varying Delay via Flexible Terminal Method. 2456-2463
Volume 28, Number 11, November 2017
- Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli:
Randomized Prediction Games for Adversarial Machine Learning. 2466-2478 - Caigen Zhou, Xiaoqin Zeng, Chaomin Luo, Huaguang Zhang:
A New Local Bipolar Autoassociative Memory Based on External Inputs of Discrete Recurrent Neural Networks With Time Delay. 2479-2489 - Qinglai Wei, Derong Liu, Qiao Lin:
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis. 2490-2502 - Pei-Yi Hao:
Pair-v-SVR: A Novel and Efficient Pairing nu-Support Vector Regression Algorithm. 2503-2515 - Wenbing Zhang, Yang Tang, Tingwen Huang, Jürgen Kurths:
Sampled-Data Consensus of Linear Multi-agent Systems With Packet Losses. 2516-2527 - Janusz A. Starzyk, James Graham, Leszek Puzio:
Needs, Pains, and Motivations in Autonomous Agents. 2528-2540 - Yongming Li, Shaocheng Tong:
Adaptive Neural Networks Decentralized FTC Design for Nonstrict-Feedback Nonlinear Interconnected Large-Scale Systems Against Actuator Faults. 2541-2554 - Xuejing Li, Lin Wang, Zhixin Liu, Daoyi Dong:
Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks. 2555-2565 - Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller:
Efficient Exact Inference With Loss Augmented Objective in Structured Learning. 2566-2579 - Sitian Qin, Xinyi Le, Jun Wang:
A Neurodynamic Optimization Approach to Bilevel Quadratic Programming. 2580-2591 - Francisco Fernández-Navarro, Mariano Carbonero-Ruz, David Becerra-Alonso, Mercedes Torres-Jiménez:
Global Sensitivity Estimates for Neural Network Classifiers. 2592-2604 - Hui Gao, Yongduan Song, Changyun Wen:
Backstepping Design of Adaptive Neural Fault-Tolerant Control for MIMO Nonlinear Systems. 2605-2613 - Yong-Duan Song, Xiucai Huang, Zi-Jun Jia:
Dealing With the Issues Crucially Related to the Functionality and Reliability of NN-Associated Control for Nonlinear Uncertain Systems. 2614-2625 - Junyi Wang, Huaguang Zhang, Zhanshan Wang, Zhenwei Liu:
Sampled-Data Synchronization of Markovian Coupled Neural Networks With Mode Delays Based on Mode-Dependent LKF. 2626-2637 - Ying Wan, Jinde Cao, Guanghui Wen:
Quantized Synchronization of Chaotic Neural Networks With Scheduled Output Feedback Control. 2638-2647 - Leimin Wang, Yi Shen, Guodong Zhang:
Finite-Time Stabilization and Adaptive Control of Memristor-Based Delayed Neural Networks. 2648-2659 - Wojciech Samek, Alexander Binder, Grégoire Montavon, Sebastian Lapuschkin, Klaus-Robert Müller:
Evaluating the Visualization of What a Deep Neural Network Has Learned. 2660-2673 - Po-Lung Tien:
A New Discrete-Time Multi-Constrained K-Winner-Take-All Recurrent Network and Its Application to Prioritized Scheduling. 2674-2685 - Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar:
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. 2686-2698 - Roberto Fierimonte, Simone Scardapane, Aurelio Uncini, Massimo Panella:
Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix Completion. 2699-2711 - Gangshan Jing, Yuanshi Zheng, Long Wang:
Consensus of Multiagent Systems With Distance-Dependent Communication Networks. 2712-2726 - Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang:
A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. 2727-2737 - Rui Zhang, Feiping Nie, Xuelong Li:
Regularized Class-Specific Subspace Classifier. 2738-2747 - Alberto Antonietti, Claudia Casellato, Egidio D'Angelo, Alessandra Pedrocchi:
Model-Driven Analysis of Eyeblink Classical Conditioning Reveals the Underlying Structure of Cerebellar Plasticity and Neuronal Activity. 2748-2762 - Le An, Xiaojing Chen, Songfan Yang, Xuelong Li:
Person Re-identification by Multi-hypergraph Fusion. 2763-2774 - Kui Yu, Xindong Wu, Wei Ding, Yang Mu, Hao Wang:
Markov Blanket Feature Selection Using Representative Sets. 2775-2788 - Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola:
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization. 2789-2802 - Bin Hu, Shigang Yue, Zhuhong Zhang:
A Rotational Motion Perception Neural Network Based on Asymmetric Spatiotemporal Visual Information Processing. 2803-2821 - Wei-Chang Yeh:
A Squeezed Artificial Neural Network for the Symbolic Network Reliability Functions of Binary-State Networks. 2822-2825 - Xiaoyang Liu, Daniel W. C. Ho, Jinde Cao, Wenying Xu:
Discontinuous Observers Design for Finite-Time Consensus of Multiagent Systems With External Disturbances. 2826-2830 - Alex Alexandridis, Eva Chondrodima, Nikolaos Giannopoulos, Haralambos Sarimveis:
A Fast and Efficient Method for Training Categorical Radial Basis Function Networks. 2831-2836 - Wenjun Xiong, Ragini Patel, Jinde Cao, Wei Xing Zheng:
Synchronization of Hierarchical Time-Varying Neural Networks Based on Asynchronous and Intermittent Sampled-Data Control. 2837-2843
Volume 28, Number 12, December 2017
- Lorenzo Livi, Cesare Alippi:
One-Class Classifiers Based on Entropic Spanning Graphs. 2846-2858 - Anoop Cherian, Suvrit Sra:
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices. 2859-2871 - Sheng Chen, Xia Hong, Emad Khalaf, Fuad E. Alsaadi, Chris J. Harris:
Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels. 2872-2884 - Liuwei Zhou, Quanyan Zhu, Zhijie Wang, Wuneng Zhou, Hongye Su:
Adaptive Exponential Synchronization of Multislave Time-Delayed Recurrent Neural Networks With Lévy Noise and Regime Switching. 2885-2898 - Mengyang Yu, Li Liu, Ling Shao:
Binary Set Embedding for Cross-Modal Retrieval. 2899-2910 - Yu-Jun Zheng, Weiguo Sheng, Xing-Ming Sun, Sheng-Yong Chen:
Airline Passenger Profiling Based on Fuzzy Deep Machine Learning. 2911-2923 - Ruoxia Li, Jinde Cao:
Finite-Time Stability Analysis for Markovian Jump Memristive Neural Networks With Partly Unknown Transition Probabilities. 2924-2935 - Gongde Guo, Lifei Chen, Yanfang Ye, Qingshan Jiang:
Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences. 2936-2948 - Xiaobing Pei, Chuanbo Chen, Yue Guan:
Joint Sparse Representation and Embedding Propagation Learning: A Framework for Graph-Based Semisupervised Learning. 2949-2960 - Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang:
The Twist Tensor Nuclear Norm for Video Completion. 2961-2973 - Yin Sheng, Yi Shen, Mingfu Zhu:
Delay-Dependent Global Exponential Stability for Delayed Recurrent Neural Networks. 2974-2984 - Rahul Kumar Sevakula, Nishchal K. Verma:
Assessing Generalization Ability of Majority Vote Point Classifiers. 2985-2997 - Haibo Du, Guanghui Wen, Yingying Cheng, Yigang He, Ruting Jia:
Distributed Finite-Time Cooperative Control of Multiple High-Order Nonholonomic Mobile Robots. 2998-3006 - Shibing Zhou, Zhenyuan Xu, Fei Liu:
Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering. 3007-3017 - Gnaneswaran Nagamani, Thirunavukkarasu Radhika, Quanxin Zhu:
An Improved Result on Dissipativity and Passivity Analysis of Markovian Jump Stochastic Neural Networks With Two Delay Components. 3018-3031 - Xiaowei Feng, Xiangyu Kong, Hongguang Ma, Xiaosheng Si:
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. 3032-3044 - Lei Zhang, David Zhang:
Evolutionary Cost-Sensitive Extreme Learning Machine. 3045-3060 - Reddi Kamesh, Kalipatnapu Yamuna Rani:
Novel Formulation of Adaptive MPC as EKF Using ANN Model: Multiproduct Semibatch Polymerization Reactor Case Study. 3061-3073 - Mohammad Hossein Rafiei, Hojjat Adeli:
A New Neural Dynamic Classification Algorithm. 3074-3083 - Adrian Horzyk, Janusz A. Starzyk, James Graham:
Integration of Semantic and Episodic Memories. 3084-3095 - Yueying Wang, Yuanqing Xia, Pingfang Zhou, Dengping Duan:
A New Result on H∞ State Estimation of Delayed Static Neural Networks. 3096-3101 - Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen:
Underdetermined Blind Source Separation Using Sparse Coding. 3102-3108
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