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Neural Networks 2018: all accepted papers

219 papers · page 2 of 3 · the most cited first · ← Neural Networks 2018

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  1. Research on a learning rate with energy index in deep learning ↗Huizhen Zhao, Fuxian Liu, Han Zhang et al.41 citations
  2. Unsupervised feature extraction by low-rank and sparsity preserving embedding ↗Shanhua Zhan, Jigang Wu, Na Han et al.41 citations
  3. Roles for globus pallidus externa revealed in a computational model of action selection in the basal ganglia ↗Shreyas M. Suryanarayana, Jeanette Hellgren Kotaleski, Sten Grillner et al.40 citations
  4. Brain electroencephalographic segregation as a biomarker of learning ↗Francesca Miraglia, Fabrizio Vecchio, Paolo Maria Rossini39 citations
  5. Generalized pinning synchronization of delayed Cohen–Grossberg neural networks with discontinuous activations ↗Dongshu Wang, Lihong Huang, Longkun Tang et al.39 citations
  6. An Arcak-type state estimation design for time-delayed static neural networks with leakage term based on unified criteria ↗R. Manivannan, S. Panda, Kil To Chong et al.38 citations
  7. A sparsity-based stochastic pooling mechanism for deep convolutional neural networks ↗Zhenhua Song, Yan Liu, Rong Song et al.37 citations
  8. Adaptive critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections ↗Xiong Yang, Haibo He37 citations
  9. An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection ↗Nivethitha Somu, M. R. Gauthama Raman, V. Kalpana et al.37 citations
  10. Delay-dependent dynamical analysis of complex-valued memristive neural networks: Continuous-time and discrete-time cases ↗Jinling Wang, Haijun Jiang, Tianlong Ma et al.36 citations
  11. Improving efficiency in convolutional neural networks with multilinear filters ↗Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj36 citations
  12. Pinning impulsive synchronization for stochastic reaction–diffusion dynamical networks with delay ↗Huabin Chen, Peng Jia Shi, Cheng‐Chew Lim35 citations
  13. Effect of dilution in asymmetric recurrent neural networks ↗Viola Folli, Giorgio Gosti, Marco Leonetti et al.34 citations
  14. Representation learning using event-based STDP ↗Amirhossein Tavanaei, Timothée Masquelier, Anthony S. Maida34 citations
  15. Dual vigilance fuzzy adaptive resonance theory ↗Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch32 citations
  16. Bio-inspired spiking neural network for nonlinear systems control ↗Javier Pérez Fernández, Juan Antonio Cabrera Carrillo, Juan J. Castillo et al.31 citations
  17. Deeply-learnt damped least-squares (DL-DLS) method for inverse kinematics of snake-like robots ↗Olatunji Mumini Omisore, Shipeng Han, Lingxue Ren et al.31 citations
  18. Manifold regularized matrix completion for multi-label learning with ADMM ↗Bin Liu, Yingming Li, Zenglin Xu31 citations
  19. High-resolution Self-Organizing Maps for advanced visualization and dimension reduction ↗Ayu Saraswati, Nguyen Van Tuc, Markus Hagenbuchner et al.30 citations
  20. Design of double fuzzy clustering-driven context neural networks ↗Eun-Hu Kim, Sung‐Kwun Oh, Witold Pedrycz28 citations
  21. Low-rank and sparse embedding for dimensionality reduction ↗Na Han, Jigang Wu, Yingyi Liang et al.28 citations
  22. Multilayer bootstrap networks ↗Xiao-Lei Zhang28 citations
  23. Protocol-based state estimation for delayed Markovian jumping neural networks ↗Jiahui Li, Hongli Dong, Zidong Wang et al.28 citations
  24. Period-adding bifurcation and chaos in a hybrid Hindmarsh–Rose model ↗Yi Yang, Xiaofeng Liao, Tao Dong26 citations
  25. ADA-Tucker: Compressing deep neural networks via adaptive dimension adjustment tucker decomposition ↗Zhisheng Zhong, Fangyin Wei, Zhouchen Lin et al.25 citations
  26. Estimating regional effects of climate change and altered land use on biosphere carbon fluxes using distributed time delay neural networks with Bayesian regularized learning ↗Andres Schmidt, Whitney Creason, Beverly Elizabeth Law25 citations
  27. Variational inference with Gaussian mixture model and householder flow ↗Guojun Liu, Yang Liu, Maozu Guo et al.25 citations
  28. Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data ↗Jicong Fan, Zhaoyang Tian, Mingbo Zhao et al.24 citations
  29. Concept learning through deep reinforcement learning with memory-augmented neural networks ↗Jing Yuan Shi, Jiaming Xu, Yiqun Yao et al.24 citations
  30. Emergent neural turing machine and its visual navigation ↗Zejia Zheng, Xiang Wu, Juyang Weng24 citations
  31. Exponential consensus of discrete-time non-linear multi-agent systems via relative state-dependent impulsive protocols ↗Yiyan Han, Chuandong Li, Zhigang Zeng et al.24 citations
  32. The convergence analysis of SpikeProp algorithm with smoothing L1∕2 regularization ↗Junhong Zhao, Jacek M. Żurada, Jie Yang et al.24 citations
  33. Intrinsic motivation and mental replay enable efficient online adaptation in stochastic recurrent networks ↗Daniel Tanneberg, Jan Peters, Elmar Rueckert23 citations
  34. Coupled generative adversarial stacked Auto-encoder: CoGASA ↗Mohammad Ahangar Kiasari, Dennis Singh Moirangthem, Minho Lee22 citations
  35. Fuzzy c-means-based architecture reduction of a probabilistic neural network ↗Maciej Kusy22 citations
  36. Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches ↗Shengdun Wu, Yangsong Zhang, Yan Cui et al.22 citations
  37. Nonparallel support vector regression model and its SMO-type solver ↗Long Tang, Yingjie Tian, Chunyan Yang22 citations
  38. An optimal control strategy for hybrid actuator systems: Application to an artificial muscle with electric motor assist ↗Koji Ishihara, Jun Morimoto21 citations
  39. Convex formulation of multiple instance learning from positive and unlabeled bags ↗Han Bao, Tomoya Sakai, Issei Sato et al.21 citations
  40. Effect of inhibitory spike-timing-dependent plasticity on fast sparsely synchronized rhythms in a small-world neuronal network ↗Sang-Yoon Kim, Woochang Lim21 citations
  41. Learning from label proportions on high-dimensional data ↗Yong Shi, Jiabin Liu, Zhiquan Qi et al.21 citations
  42. A distributed semi-supervised learning algorithm based on manifold regularization using wavelet neural network ↗Jin Fa Xie, Sanyang Liu, Hao Dai20 citations
  43. Distributed support vector machine in master–slave mode ↗Qingguo Chen, Feilong Cao20 citations
  44. Memristive nanowires exhibit small-world connectivity ↗Ross D. Pantone, Jack D. Kendall, Juan C. Nino20 citations
  45. Multiple types of synchronization analysis for discontinuous Cohen–Grossberg neural networks with time-varying delays ↗Jiarong Li, Haijun Jiang, Cheng Hu et al.20 citations
  46. Using a model of human visual perception to improve deep learning ↗Michael Stettler, Gregory Francis20 citations
  47. LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine ↗Lin Ning, Randall Pittman, Xipeng Shen19 citations
  48. Merging weighted SVMs for parallel incremental learning ↗Lei Zhu, Kazushi Ikeda, Shaoning Pang et al.19 citations
  49. Transfer collaborative filtering from multiple sources via consensus regularization ↗Fuzhen Zhuang, Zheng Jing, Jingwu Chen et al.19 citations
  50. Weighted contrastive divergence ↗Enrique E. Romero, Ferran Mazzanti, Jordi Delgado et al.19 citations
  51. Decentralized adaptive neural control for high-order interconnected stochastic nonlinear time-delay systems with unknown system dynamics ↗Wenjie Si, Xunde Dong, Feifei Yang18 citations
  52. Design of nonlinear optimal control for chaotic synchronization of coupled stochastic neural networks via Hamilton–Jacobi–Bellman equation ↗Ziqian Liu18 citations
  53. Estimating coupling strength between multivariate neural series with multivariate permutation conditional mutual information ↗Wen Dong, Peilei Jia, Sheng-Hsiou Hsu et al.18 citations
  54. Neural electrical activity and neural network growth ↗Fail Mubarakovich Gafarov18 citations
  55. Nonlinear analysis and synthesis of video images using deep dynamic bottleneck neural networks for face recognition ↗Saeed Montazeri, Seyyed Ali Seyyedsalehi18 citations
  56. The impact of encoding–decoding schemes and weight normalization in spiking neural networks ↗Zhengzhong Liang, David Schwartz, Gregory Ditzler et al.18 citations
  57. Trainable spectral difference learning with spatial starting for hyperspectral image denoising ↗Weiying Xie, Yunsong Li, Jing Hu et al.18 citations
  58. Possible world based consistency learning model for clustering and classifying uncertain data ↗Han Liu, Xianchao Zhang, Xianchao Zhang et al.17 citations
  59. Discovering space — Grounding spatial topology and metric regularity in a naive agent’s sensorimotor experience ↗Alban Laflaquière, John Kevin O'Regan, Bruno Gas et al.16 citations
  60. Estimation of neuronal dynamics based on sparse modeling ↗Shinya Otsuka, Toshiaki Omori16 citations
  61. Social babbling: The emergence of symbolic gestures and words ↗Laura Cohen, Aude Billard16 citations
  62. A new approach to detect the coding rule of the cortical spiking model in the information transmission ↗Soheila Nazari, Karim Faez A, Mahyar Janahmadi15 citations
  63. Adaptive non-negative projective semi-supervised learning for inductive classification ↗Zhao Zhang, Lei Jia, Mingbo Zhao et al.15 citations
  64. Quantum weighted long short-term memory neural network and its application in state degradation trend prediction of rotating machinery ↗Feng Li, Xiang Wang, Jiaxu Wang et al.15 citations
  65. The Growing Curvilinear Component Analysis (GCCA) neural network ↗Giansalvo Cirrincione, Vincenzo Randazzo, Eros Gian Alessandro Pasero15 citations
  66. Max-plus and min-plus projection autoassociative morphological memories and their compositions for pattern classification ↗Alex Santana dos Santos, Marcos Eduardo Valle14 citations
  67. Multineuron spike train analysis with R-convolution linear combination kernel ↗Taro Tezuka14 citations
  68. A density-based competitive data stream clustering network with self-adaptive distance metric ↗Baile Xu, Furao Shen, Jinxi Zhao13 citations
  69. Training sparse least squares support vector machines by the QR decomposition ↗Xiao-Lei Xia13 citations
  70. UKF-based remote state estimation for discrete artificial neural networks with communication bandwidth constraints ↗Yang Liu, Zidong Wang, Donghua Zhou13 citations
  71. Estimation theory and Neural Networks revisited: REKF and RSVSF as optimization techniques for Deep-Learning ↗Mahmoud Ismail, Mina Attari, Saeid R. Habibi et al.12 citations
  72. Evaluating performance of neural codes in model neural communication networks ↗Chris G. Antonopoulos, Ezequiel Bianco-Martínez, Murilo S. Baptista12 citations
  73. Evaluation of the computational capabilities of a memristive random network (MN3) under the context of reservoir computing ↗Laura E. Suarez, Jack D. Kendall, Juan C. Nino12 citations
  74. A compact network learning model for distribution regression ↗Connie Khor Li Kou, Hwee Kuan Lee, Teck Khim Ng11 citations
  75. An improved stability result for delayed Takagi–Sugeno fuzzy Cohen–Grossberg neural networks ↗Zeynep Orman11 citations
  76. Decoding natural images from evoked brain activities using encoding models with invertible mapping ↗Chao Li, Junhai Xu, Baolin Liu11 citations
  77. Modulations of dendritic Ca2+ spike with weak electric fields in layer 5 pyramidal cells ↗Guosheng Yi, Xile Wei, Jiang Wang et al.11 citations
  78. A multivariate additive noise model for complete causal discovery ↗Pramod Kumar Parida, Tshilidzi Marwala, Snehashish Chakraverty9 citations
  79. Efficient coding matters in the organization of the early visual system ↗Qingqun Kong, Jiuqi Han, Yi Zeng et al.9 citations
  80. Incremental sparse Bayesian ordinal regression ↗Chang Li, Maarten de Rijke9 citations
  81. Neural circuits for learning context-dependent associations of stimuli ↗Henghui Zhu, Ioannis Ch. Paschalidis, Michael Erik Hasselmo9 citations
  82. Novel deep generative simultaneous recurrent model for efficient representation learning ↗Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin9 citations
  83. Saliency model based on a neural population for integrating figure direction and organizing Border Ownership ↗Nobuhiko Wagatsuma9 citations
  84. A biologically-based computational model of visual cortex that overcomes the X-junction illusion ↗Parvin Zarei Eskikand, Tatiana Kameneva, Michael R. Ibbotson et al.8 citations
  85. Characterization of electroencephalography signals for estimating saliency features in videos ↗Zhen Liang, Yasuyuki Hamada, Shigeyuki Oba et al.8 citations
  86. Implicit incremental natural actor critic algorithm ↗Ryo Iwaki, Minoru Asada8 citations
  87. Learning in the machine: Recirculation is random backpropagation ↗Pierre Baldi, Peter Sadowski8 citations
  88. A hypothetical neural network model for generation of human precision grip ↗Yuki Moritani, Naomichi Ogihara7 citations
  89. A self-organizing short-term dynamical memory network ↗Callie Federer, Joel Zylberberg7 citations
  90. A frequency-domain approach to improve ANNs generalization quality via proper initialization ↗Majdi Chaari, Afef Fekih, Abdennour C. Seibi et al.6 citations
  91. Information-theoretic decomposition of embodied and situated systems ↗Federico Da Rold6 citations
  92. Learning to activate logic rules for textual reasoning ↗Yiqun Yao, Jiaming Xu, Jing Yuan Shi et al.6 citations
  93. Spatial context-aware user mention behavior modeling for mentionee recommendation ↗Kai Wang, Weiyi Meng, Jiang Bian et al.6 citations
  94. The importance of recurrent top-down synaptic connections for the anticipation of dynamic emotions ↗Martial Mermillod, Yannick Bourrier, Erwan Joël David et al.6 citations
  95. Introduction to the special issue on deep reinforcement learning:An editorial ↗Ron Sun, David Silver, Gerald J. Tesauro et al.5 citations
  96. Monostable multivibrators as novel artificial neurons ↗Lars Keuninckx, Jan Danckaert, Guy Van der Sande5 citations
  97. Robust Latent Regression with discriminative regularization by leveraging auxiliary knowledge ↗Jianwen Tao, Di Zhou, Bin Zhu5 citations
  98. A model of operant learning based on chaotically varying synaptic strength ↗Tianqi Wei, Barbara H. Webb4 citations
  99. A video-driven model of response statistics in the primate middle temporal area ↗Omid Rezai, Pinar Boyraz Jentsch, Bryan Tripp4 citations
  100. EEG dipole source localization with information criteria for multiple particle filters ↗Sho Sonoda, Keita Nakamura, Yuki Kaneda et al.4 citations

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