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ORCIDNeural Networks, Volume 143
Volume 143, November 2021
- Zhiqun Li, Qiong Chen
, Qingfa Liu:
Augmented semantic feature based generative network for generalized zero-shot learning. 1-11
- Pierre Baldi, Roman Vershynin:
A theory of capacity and sparse neural encoding. 12-27
- Xiang Wu, Juyang Weng:
Learning to recognize while learning to speak: Self-supervision and developing a speaking motor. 28-41
- Naoki Akai, Takatsugu Hirayama, Hiroshi Murase:
Experimental stability analysis of neural networks in classification problems with confidence sets for persistence diagrams. 42-51 - Xingnan Wen, Linhua Luan, Sitian Qin:
A continuous-time neurodynamic approach and its discretization for distributed convex optimization over multi-agent systems. 52-65
- M. Reza Heydari, Saber Salehkaleybar, Kun Zhang:
Adversarial orthogonal regression: Two non-linear regressions for causal inference. 66-73 - Xiaohan Lin, Xiaolong Zou, Zilong Ji, Tiejun Huang, Si Wu, Yuanyuan Mi:
A brain-inspired computational model for spatio-temporal information processing. 74-87 - Zhong Ji, Qiang Wang, Biying Cui, Yanwei Pang, Xianbin Cao, Xuelong Li:
A semi-supervised zero-shot image classification method based on soft-target. 88-96 - Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi:
Convolutional fusion network for monaural speech enhancement. 97-107 - Wenfeng Liu, Maoguo Gong, Zedong Tang, A. Kai Qin, Kai Sheng, Mingliang Xu:
Locality preserving dense graph convolutional networks with graph context-aware node representations. 108-120 - Ding Wang, Mingming Zhao, Mingming Ha, Jin Ren:
Neural optimal tracking control of constrained nonaffine systems with a wastewater treatment application. 121-132
- Yanying Liang, Wei Peng, Zhu-Jun Zheng, Olli Silvén, Guoying Zhao:
A hybrid quantum-classical neural network with deep residual learning. 133-147
- Gwangsu Kim, Jaeson Jang, Se-Bum Paik:
Periodic clustering of simple and complex cells in visual cortex. 148-160
- Hao Zhang, Zhigang Zeng:
Synchronization of recurrent neural networks with unbounded delays and time-varying coefficients via generalized differential inequalities. 161-170
- Hang Chen, Jun Du, Yu Hu, Li-Rong Dai, Bao-Cai Yin, Chin-Hui Lee:
Correlating subword articulation with lip shapes for embedding aware audio-visual speech enhancement. 171-182
- Chih-Hsu Huang, Chou-Ching K. Lin:
A novel density-based neural mass model for simulating neuronal network dynamics with conductance-based synapses and membrane current adaptation. 183-197
- Shih-Gu Huang, Moo K. Chung, Anqi Qiu, Alzheimer's Disease Neuroimaging Initiative:
Fast mesh data augmentation via Chebyshev polynomial of spectral filtering. 198-208
- Daehyun Ji, Dokwan Oh, Yoonsuk Hyun, Oh-Min Kwon, Myeong-Jin Park:
How to handle noisy labels for robust learning from uncertainty. 209-217 - Hiroyuki Ohta, Kuniaki Satori, Yu Takarada, Masashi Arake, Toshiaki Ishizuka, Yuji Morimoto, Tatsuji Takahashi:
The asymmetric learning rates of murine exploratory behavior in sparse reward environments. 218-229
- Zuowei Cai, Lihong Huang, Zengyun Wang, Xianmin Pan, Shukun Liu:
Periodicity and multi-periodicity generated by impulses control in delayed Cohen-Grossberg-type neural networks with discontinuous activations. 230-245
- Tianping Chen, Wenlian Lu, Xiwei Liu:
Finite time convergence of pinning synchronization with a single nonlinear controller. 246-249
- Xiaochun An, Frank K. Soong, Shan Yang, Lei Xie:
Effective and direct control of neural TTS prosody by removing interactions between different attributes. 250-260
- Ting Ma, Shangwen Lv, Longtao Huang, Songlin Hu:
HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning. 261-270
- Jinling Wang, Haijun Jiang, Cheng Hu, Tianlong Ma:
Exponential passivity of discrete-time switched neural networks with transmission delays via an event-triggered sliding mode control. 271-282
- Yongchao Liu, Qidan Zhu:
Adaptive neural network asymptotic tracking control for nonstrict feedback stochastic nonlinear systems. 283-290
- Hikaru Sasaki, Takamitsu Matsubara:
Variational policy search using sparse Gaussian process priors for learning multimodal optimal actions. 291-302 - Yuanyuan Qing, Yijie Zeng, Guang-Bin Huang:
Label propagation via local geometry preserving for deep semi-supervised image recognition. 303-313
- Francesca Elisa Leonelli, Elena Agliari, Linda Albanese, Adriano Barra:
On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model. 314-326
- Jingjing Tang, Jiahui Li, Weiqi Xu, Yingjie Tian, Xuchan Ju, Jie Zhang:
Robust cost-sensitive kernel method with Blinex loss and its applications in credit risk evaluation. 327-344 - Yang Li, Wei Zhao, Erik Cambria, Suhang Wang, Steffen Eger:
Graph routing between capsules. 345-354 - Jiyao An, Liang Guo, Wei Liu, Zhiqiang Fu, Ping Ren, Xinzhi Liu, Tao Li:
IGAGCN: Information geometry and attention-based spatiotemporal graph convolutional networks for traffic flow prediction. 355-367
- Heng Lian, Jiamin Liu, Zengyan Fan:
Distributed learning for sketched kernel regression. 368-376
- Kangkang Sun, Jianbin Qiu, Hamid Reza Karimi:
Neural adaptive fault-tolerant finite-time control for nonstrict feedback systems: An event-triggered mechanism. 377-385
- Huaqing Zhang, Yi-Fei Pu, Xuetao Xie, Bingran Zhang, Jian Wang, Tingwen Huang:
A global neural network learning machine: Coupled integer and fractional calculus operator with an adaptive learning scheme. 386-399 - Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma:
Enhanced image prior for unsupervised remoting sensing super-resolution. 400-412
- Palanisamy Selvaraj, O. M. Kwon, Seung-Hoon Lee, R. Sakthivel:
Equivalent-input-disturbance estimator-based event-triggered control design for master-slave neural networks. 413-424
- Harikrishnan N. B., Nithin Nagaraj:
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. 425-435 - Katsunari Shibata, Takuya Ejima, Yuki Tokumaru, Toshitaka Matsuki:
Sensitivity - Local index to control chaoticity or gradient globally -. 436-451
- Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali:
On the characterization of cognitive tasks using activity-specific short-lived synchronization between electroencephalography channels. 452-474
- Christos Chatzikonstantinou, Dimitrios Konstantinidis, Kosmas Dimitropoulos, Petros Daras:
Recurrent neural network pruning using dynamical systems and iterative fine-tuning. 475-488 - Amin Jalali, Swathi Kavuri, Minho Lee:
Low-shot transfer with attention for highly imbalanced cursive character recognition. 489-499
- Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara:
Sparse random feature maps for the item-multiset kernel. 500-514
- Xiaoxiao Lv, Jinde Cao, Leszek Rutkowski:
Dynamical and static multisynchronization analysis for coupled multistable memristive neural networks with hybrid control. 515-524
- Xiaofeng Xiong, Poramate Manoonpong:
Online sensorimotor learning and adaptation for inverse dynamics control. 525-536 - Adnan Haider, Chao Zhang, Florian L. Kreyssig, Philip C. Woodland:
A distributed optimisation framework combining natural gradient with Hessian-free for discriminative sequence training. 537-549
- Hiroto Tamura, Gouhei Tanaka:
Transfer-RLS method and transfer-FORCE learning for simple and fast training of reservoir computing models. 550-563 - Buse Melis Özyildirim, Mariam Kiran:
Levenberg-Marquardt multi-classification using hinge loss function. 564-571
- Giovanni Granato, Gianluca Baldassarre:
Internal manipulation of perceptual representations in human flexible cognition: A computational model. 572-594
- Wenyu Hao, Shanmin Pang, Zhikai Chen:
Multi-view spectral clustering via common structure maximization of local and global representations. 595-606 - Andrea Cossu, Antonio Carta, Vincenzo Lomonaco, Davide Bacciu:
Continual learning for recurrent neural networks: An empirical evaluation. 607-627
- Yakov B. Kazanovich, Roman Borisyuk:
A computational model of familiarity detection for natural pictures, abstract images, and random patterns: Combination of deep learning and anti-Hebbian training. 628-637 - Louis Annabi, Alexandre Pitti, Mathias Quoy:
Bidirectional interaction between visual and motor generative models using Predictive Coding and Active Inference. 638-656
- Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang:
Content-aware convolutional neural networks. 657-668 - Haoteng Tang, Guixiang Ma, Lifang He, Heng Huang, Liang Zhan:
CommPOOL: An interpretable graph pooling framework for hierarchical graph representation learning. 669-677
- Wenjing Li, Wei Bian:
Smoothing neural network for L0 regularized optimization problem with general convex constraints. 678-689
- Zhihao Zhao, Samuel Cheng:
Capsule networks with non-iterative cluster routing. 690-697 - Cláudio A. Monteiro, Gustavo I. S. Filho, Matheus Hopper J. Costa, Fernando M. de Paula Neto, Wilson Rosa de Oliveira:
Quantum neuron with real weights. 698-708 - Rui Zhang, Qi Zhu, Xiangyu Xu, Daoqiang Zhang, Sheng-Jun Huang:
Visual-guided attentive attributes embedding for zero-shot learning. 709-718 - Gabriele Lagani, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Hebbian semi-supervised learning in a sample efficiency setting. 719-731
- Tim De Ryck, Samuel Lanthaler, Siddhartha Mishra:
On the approximation of functions by tanh neural networks. 732-750
- Oleg Solopchuk, Alexandre Zenon:
Active sensing with artificial neural networks. 751-758 - Fen Liu, Chang Liu, Hong-Xia Rao, Yong Xu, Tingwen Huang:
Reliable impulsive synchronization for fuzzy neural networks with mixed controllers. 759-766
- Libin Jiao, Lianzhi Huo, Changmiao Hu, Ping Tang:
Refined UNet v3: Efficient end-to-end patch-wise network for cloud and shadow segmentation with multi-channel spectral features. 767-782
- Oleg Nikitin, Olga Lukyanova, Alex Kunin:
Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks. 783-797
- Nancy A. Lynch, Frederik Mallmann-Trenn:
Learning hierarchically-structured concepts. 798-817
- Leonardo Alves Dias, Augusto M. P. Damasceno, Elena I. Gaura, Marcelo A. C. Fernandes:
A full-parallel implementation of Self-Organizing Maps on hardware. 818-827
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