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ORCIDNeurocomputing, Volume 396
Volume 396, July 2020
- Yongle Zhang
, Yingyu Wang, Junyu Dong, Lin Qi, Hao Fan, Xinghui Dong, Muwei Jian, Hui Yu:
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, Jun Zhang:
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, Ning Pan, Tailang Yin, Haihua Liu, Bo Du:
Hybrid method for automatic construction of 3D-ASM image intensity models for left ventricle. 65-75 - Xinchen Ye, Xiang Ji, Baoli Sun, Shenglun Chen, Zhihui Wang, Haojie Li:
DRM-SLAM: Towards dense reconstruction of monocular SLAM with scene depth fusion. 76-91 - Ruifan Li, Haoyu Liang, Yihui Shi, Fangxiang Feng, Xiaojie Wang:
Dual-CNN: A Convolutional language decoder for paragraph image captioning. 92-101 - Weiguang Han, Min Peng, Qianqian Xie, Gang Hu, Wang Gao, Hua Wang, Yanchun Zhang, Zuopeng Liu:
DTC: Transfer learning for commonsense machine comprehension. 102-112 - Qiubin Lin, Wenming Cao, Zhihai He, Zhiquan He:
Semantic deep cross-modal hashing. 113-122 - Ran Yang, Song Liu, Xiaoyan Li, Xiao-Wen Zhao, Genan Pan:
Consensus of fractional-order delayed multi-agent systems in Riemann-Liouville sense. 123-129
- Qinglai Wei, Nikola K. Kasabov, Marios M. Polycarpou, Zhigang Zeng:
Deep learning neural networks: Methods, systems, and applications. 130-132
- Soroor Malekmohamadi Faradonbe, Faramarz Safi-Esfahani:
A classifier task based on Neural Turing Machine and particle swarm algorithm. 133-152 - Yanqi Zhang, Yanjun Liu, Lei Liu:
Minimal learning parameters-based adaptive neural control for vehicle active suspensions with input saturation. 153-161 - Kun Zhang, Huaguang Zhang, Yuling Liang, Yinlei Wen:
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, Dong Yue, Xiangpeng Xie:
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, Xudong Zhao, Jialei Bao, Yucheng Zhou:
Neural-network-based tracking Control for a Class of time-delay nonlinear systems with unmodeled dynamics. 179-190 - Shan Xue, Biao Luo, Derong Liu, Yueheng Li:
Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. 191-200 - Bo Zhao, Guang Shi, Ding Wang:
Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances. 201-208 - Yushan Jiang, Ning Yang, Qingqi Yao, Zhaoxia Wu, Wei Jin:
Real-time moisture control in sintering process using offline-online NARX neural networks. 209-215 - Lingxiao Yang, Qiuye Sun, Dazhong Ma, Qinglai Wei:
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, Ayumi Sugiyama, Toshiharu Sugawara:
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, Bingbing Ni, Huawei Wei, Xiaokang Yang:
Fine-grained image analysis via progressive feature learning. 254-265 - Lingling Fang, Hanyu Zhang, Jiaxin Zhou, XiangHai Wang:
Image classification with an RGB-channel nonsubsampled contourlet transform and a convolutional neural network. 266-277 - Dan Ma, Bin Liu, Zhao Kang, Jiayu Zhou, Jianke Zhu, Zenglin Xu:
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, Hui Wei, Kuangrong Hao, Mingbo Zhao, Dawei Li:
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, Georges Quénot:
Coupled ensembles of neural networks. 346-357 - Yihua Tan, Shengzhou Xiong, Pei Yan:
Multi-branch convolutional neural network for built-up area extraction from remote sensing image. 358-374 - Xiaofeng Yuan, Chen Ou, Yalin Wang, Chunhua Yang, Weihua Gui:
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, Zhiqiang Zhang:
Multilayer probability extreme learning machine for device-free localization. 383-393
- Will Serrano, Erol Gelenbe, Yonghua Yin:
The Random Neural Network with Deep Learning Clusters in Smart Search. 394-405 - Will Serrano, Erol Gelenbe:
Deep Learning Clusters in the Cognitive Packet Network. 406-428 - Hongtian Chen, Bin Jiang, Tianyi Zhang, Ningyun Lu:
Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems. 429-437 - Kunpeng Zhang, Liang Zheng, Zijian Liu, Ning Jia:
A deep learning based multitask model for network-wide traffic speed prediction. 438-450 - Hao Du, Tian Jin, Yuan He, Yongping Song, Yongpeng Dai:
Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar. 451-464 - Jordi de La Torre, Aïda Valls, Domenec Puig:
A deep learning interpretable classifier for diabetic retinopathy disease grading. 465-476 - Zhiwen Shao, Hengliang Zhu, Xin Tan, Yangyang Hao, Lizhuang Ma:
Deep multi-center learning for face alignment. 477-486 - Xin Gao, Fang Deng, Xianghu Yue:
Data augmentation in fault diagnosis based on the Wasserstein generative adversarial network with gradient penalty. 487-494 - Cong Xu, Qing Li, Dezheng Zhang, Yonghong Xie, Xisheng Li:
Deep successor feature learning for text generation. 495-500 - Daniele Liciotti, Michele Bernardini, Luca Romeo, Emanuele Frontoni:
A sequential deep learning application for recognising human activities in smart homes. 501-513 - Xulei Yang, Wai Teng Tang, Gabriel Tjio, Si Yong Yeo, Yi Su:
Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks. 514-521 - Xinlei Wei, Junping Du, Zhe Xue, MeiYu Liang, Yue Geng, Xin Xu, JangMyung Lee:
A very deep two-stream network for crowd type recognition. 522-533 - Sam Leroux, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt:
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, Zhigang Liu, Yang Lyu, Kai Liu, Changjiang Li, Wenxuan Zhang:
Deep learning-based visual ensemble method for high-speed railway catenary clevis fracture detection. 556-568 - Weixia Liang, Haijun Pei, Qingling Cai, Yonghua Wang:
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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