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Neurocomputing, Volume 396
Volume 396, July 2020
- Yongle Zhang
, Yingyu Wang
A joint guidance-enhanced perceptual encoder and atrous separable pyramid-convolutions for image inpainting. 1-12 - Yingtao Lei, Weiwei Du, Qinghua Hu
Face sketch-to-photo transformation with multi-scale self-attention GAN. 13-23 - Ting Huang, Dan-Ting Duan, Yue-Jiao Gong, Long Ye, Wing W. Y. Ng
Concurrent optimization of multiple base learners in neural network ensembles: An adaptive niching differential evolution approach. 24-38 - Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi:
Recent advances in deep learning for object detection. 39-64 - Huaifei Hu
Hybrid method for automatic construction of 3D-ASM image intensity models for left ventricle. 65-75 - Xinchen Ye
DRM-SLAM: Towards dense reconstruction of monocular SLAM with scene depth fusion. 76-91 - Ruifan Li
Dual-CNN: A Convolutional language decoder for paragraph image captioning. 92-101 - Weiguang Han
DTC: Transfer learning for commonsense machine comprehension. 102-112 - Qiubin Lin
Semantic deep cross-modal hashing. 113-122 - Ran Yang, Song Liu
Consensus of fractional-order delayed multi-agent systems in Riemann-Liouville sense. 123-129
- Qinglai Wei
Deep learning neural networks: Methods, systems, and applications. 130-132
- Soroor Malekmohamadi Faradonbe
A classifier task based on Neural Turing Machine and particle swarm algorithm. 133-152 - Yanqi Zhang, Yanjun Liu
Minimal learning parameters-based adaptive neural control for vehicle active suspensions with input saturation. 153-161 - Kun Zhang
A new robust output tracking control for discrete-time switched constrained-input systems with uncertainty via a critic-only iteration learning method. 162-171 - Jing Shi
Adaptive optimal tracking control for nonlinear continuous-time systems with time delay using value iteration algorithm. 172-178 - Huanqing Wang, Yuchun Zou, Peter X. Liu
Neural-network-based tracking Control for a Class of time-delay nonlinear systems with unmodeled dynamics. 179-190 - Shan Xue, Biao Luo
Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. 191-200 - Bo Zhao
Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances. 201-208 - Yushan Jiang
Real-time moisture control in sintering process using offline-online NARX neural networks. 209-215 - Lingxiao Yang
Nash Q-learning based equilibrium transfer for integrated energy management game with We-Energy. 216-223
- Mahshid Majd, Reza Safabakhsh:
Correlational Convolutional LSTM for human action recognition. 224-229 - Elhadji Amadou Oury Diallo
Coordinated behavior of cooperative agents using deep reinforcement learning. 230-240 - Ying-Xu Wang, Hong-Gui Han, Min Guo, Junfei Qiao:
A self-organizing deep belief network based on information relevance strategy. 241-253 - Yichao Yan
Fine-grained image analysis via progressive feature learning. 254-265 - Lingling Fang
Image classification with an RGB-channel nonsubsampled contourlet transform and a convolutional neural network. 266-277 - Dan Ma
Two birds with one stone: Transforming and generating facial images with iterative GAN. 278-290 - Jakob Struye, Steven Latré:
Hierarchical temporal memory and recurrent neural networks for time series prediction: An empirical validation and reduction to multilayer perceptrons. 291-301 - Zhipeng Shen, Yuanming Zhang, Jiawei Lu, Jun Xu, Gang Xiao:
A novel time series forecasting model with deep learning. 302-313 - Xue-Song Tang
Integrating pixels and segments: A deep-learning method inspired by the informational diversity of the visual pathways. 314-323 - Liqing Huang, Youshen Xia:
Joint blur kernel estimation and CNN for blind image restoration. 324-345 - Anuvabh Dutt, Denis Pellerin
Coupled ensembles of neural networks. 346-357 - Yihua Tan
Multi-branch convolutional neural network for built-up area extraction from remote sensing image. 358-374 - Xiaofeng Yuan
Deep quality-related feature extraction for soft sensing modeling: A deep learning approach with hybrid VW-SAE. 375-382 - Jie Zhang, Wendong Xiao, Yanjiao Li, Sen Zhang
Multilayer probability extreme learning machine for device-free localization. 383-393
- Will Serrano
The Random Neural Network with Deep Learning Clusters in Smart Search. 394-405 - Will Serrano
Deep Learning Clusters in the Cognitive Packet Network. 406-428 - Hongtian Chen
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. 429-437 - Kunpeng Zhang
A deep learning based multitask model for network-wide traffic speed prediction. 438-450 - Hao Du
Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar. 451-464 - Jordi de La Torre
A deep learning interpretable classifier for diabetic retinopathy disease grading. 465-476 - Zhiwen Shao
Deep multi-center learning for face alignment. 477-486 - Xin Gao, Fang Deng
Data augmentation in fault diagnosis based on the Wasserstein generative adversarial network with gradient penalty. 487-494 - Cong Xu
Deep successor feature learning for text generation. 495-500 - Daniele Liciotti
A sequential deep learning application for recognising human activities in smart homes. 501-513 - Xulei Yang
Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks. 514-521 - Xinlei Wei
A very deep two-stream network for crowd type recognition. 522-533 - Sam Leroux
Training binary neural networks with knowledge transfer. 534-541 - Miao He, David He
A new hybrid deep signal processing approach for bearing fault diagnosis using vibration signals. 542-555 - Ye Han
Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection. 556-568 - Weixia Liang, Haijun Pei, Qingling Cai
Scalp EEG epileptogenic zone recognition and localization based on long-term recurrent convolutional network. 569-576 - Chengjian Feng, Zhaoshui He, Jiawei Wang, Qinzhuang Lin, Zhouping Zhu, Jun Lu, Shengli Xie:
Domain adaptation with SBADA-GAN and Mean Teacher. 577-586 - Heriberto Cuayáhuitl
A data-efficient deep learning approach for deployable multimodal social robots. 587-598 - Abdurrahman Pektas, Tankut Acarman
Learning to detect Android malware via opcode sequences. 599-608
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