Abstract is missing.
- Tree-Structure CNN for Automated Theorem ProvingKebin Peng, Dianfu Ma. 3-12 [doi]
- Training Deep Autoencoder via VLC-Genetic AlgorithmQazi Sami Ullah Khan, Jianwu Li, Shuyang Zhao. 13-22 [doi]
- Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut ConnectionsOyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn Ottersten. 23-33 [doi]
- Knowledge Memory Based LSTM Model for Answer SelectionWeijie An, Qin Chen, Yan Yang, Liang He. 34-42 [doi]
- Breast Cancer Malignancy Prediction Using Incremental Combination of Multiple Recurrent Neural NetworksDehua Chen, Guangjun Qian, Cheng Shi, Qiao Pan. 43-52 [doi]
- TinyPoseNet: A Fast and Compact Deep Network for Robust Head Pose EstimationShanru Li, Liping Wang, Shuang Yang, Yuanquan Wang, Chongwen Wang. 53-63 [doi]
- Two-Stage Temporal Multimodal Learning for Speaker and Speech RecognitionQianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen. 64-72 [doi]
- SLICE: Structural and Label Information Combined Embedding for NetworksYiqi Chen, Tieyun Qian. 73-81 [doi]
- An Ultrasonic Image Recognition Method for Papillary Thyroid Carcinoma Based on Depth Convolution Neural NetworkWei Ke, Yonghua Wang 0001, Pin Wan, Weiwei Liu, Hailiang Li. 82-91 [doi]
- An STDP-Based Supervised Learning Algorithm for Spiking Neural NetworksZhanhao Hu, Tao Wang 0003, Xiaolin Hu. 92-100 [doi]
- An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural NetworkLiang Chen, Yuxuan Zhuang, Jinghua Zhang, Jianming Wang. 101-109 [doi]
- Morph-CNN: A Morphological Convolutional Neural Network for Image ClassificationDorra Mellouli, Tarek M. Hamdani, Mounir Ben Ayed, Adel M. Alimi. 110-117 [doi]
- Combating Adversarial Inputs Using a Predictive-Estimator NetworkJeff Orchard, Louis Castricato. 118-125 [doi]
- A Parallel Forward-Backward Propagation Learning Scheme for Auto-EncodersYoshihiro Ohama, Takayoshi Yoshimura. 126-136 [doi]
- Relation Classification via Target-Concentrated Attention CNNsJizhao Zhu, Jianzhong Qiao, Xinxiao Dai, Xueqi Cheng. 137-146 [doi]
- Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture RecognitionNicolas Granger, Mounim A. El-Yacoubi. 147-156 [doi]
- Patterns Versus Characters in Subword-Aware Neural Language ModelingRustem Takhanov, Zhenisbek Assylbekov. 157-166 [doi]
- Hierarchical Attention BLSTM for Modeling Sentences and DocumentsXiaolei Niu, Yuexian Hou. 167-177 [doi]
- Bi-Directional LSTM with Quantum Attention Mechanism for Sentence ModelingXiaolei Niu, Yuexian Hou, Panpan Wang. 178-188 [doi]
- An Efficient Binary Search Based Neuron Pruning Method for ConvNet CondensationBoyu Zhang, A. K. Qin, Jeffrey Chan. 189-197 [doi]
- CNN-LSTM Neural Network Model for Quantitative Strategy Analysis in Stock MarketsShuanglong Liu, Chao Zhang, Jinwen Ma. 198-206 [doi]
- Learning Inverse Mapping by AutoEncoder Based Generative Adversarial NetsJunyu Luo, Yong Xu, Chenwei Tang, Jiancheng Lv. 207-216 [doi]
- Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkJin Yamanaka, Shigesumi Kuwashima, Takio Kurita. 217-225 [doi]
- Generative Moment Matching Autoencoder with Perceptual LossMohammad Ahangar Kiasari, Dennis Singh Moirangthem, Minho Lee. 226-234 [doi]
- Three-Means Ternary QuantizationJie Ding, Junmin Wu, Huan Wu. 235-245 [doi]
- Will Outlier Tasks Deteriorate Multitask Deep Learning?Sirui Cai, Yuchun Fang, Zhengyan Ma. 246-255 [doi]
- The Effect of Task Similarity on Deep Transfer LearningWei Zhang, Yuchun Fang, Zhengyan Ma. 256-265 [doi]
- Exploiting the Tibetan Radicals in Recurrent Neural Network for Low-Resource Language ModelsTongtong Shen, Longbiao Wang, Xie Chen, Kuntharrgyal Khysru, Jianwu Dang. 266-275 [doi]
- Learning Joint Multimodal Representation Based on Multi-fusion Deep Neural NetworksZepeng Gu, Bo Lang, Tongyu Yue, Lei Huang. 276-285 [doi]
- DeepBIBX: Deep Learning for Image Based Bibliographic Data ExtractionAkansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed. 286-293 [doi]
- Bio-Inspired Deep Spiking Neural Network for Image ClassificationJingling Li, Weitai Hu, Ye Yuan, Hong Huo, Tao Fang. 294-304 [doi]
- Asynchronous, Data-Parallel Deep Convolutional Neural Network Training with Linear Prediction Model for Parameter TransitionIkuro Sato, Ryo Fujisaki, Yosuke Oyama, Akihiro Nomura, Satoshi Matsuoka. 305-314 [doi]
- Efficient Learning Algorithm Using Compact Data Representation in Neural NetworksMasaya Kibune, Michael G. Lee. 315-324 [doi]
- Regularizing CNN via Feature AugmentationLiechuan Ou, Zheng Chen, Jianwei Lu, Ye Luo. 325-332 [doi]
- Effectiveness of Adversarial Attacks on Class-Imbalanced Convolutional Neural NetworksRafael Possas, Ying Zhou. 333-342 [doi]
- Sharing ConvNet Across Heterogeneous TasksTakumi Kobayashi. 343-353 [doi]
- Training Deep Neural Networks for Detecting Drinking Glasses Using Synthetic ImagesAbdul Jabbar, Luke Farrawell, Jake Fountain, Stephan K. Chalup. 354-363 [doi]
- Image Segmentation with Pyramid Dilated Convolution Based on ResNet and U-NetQiao Zhang, Zhipeng Cui, Xiaoguang Niu, Shijie Geng, Yu Qiao. 364-372 [doi]
- Deep Clustering with Convolutional AutoencodersXifeng Guo, Xinwang Liu, En Zhu, Jianping Yin. 373-382 [doi]
- An Incremental Deep Learning Network for On-line Unsupervised Feature ExtractionYu Liang, Yi Yang, Furao Shen, Jinxi Zhao, Tao Zhu. 383-392 [doi]
- Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary NetworksJulian Faraone, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong. 393-404 [doi]
- A Feature Learning Approach for Image RetrievalJunfeng Yao, Yao Yu, Yukai Deng, Changyin Sun. 405-412 [doi]
- Soft-Margin Softmax for Deep ClassificationXuezhi Liang, Xiaobo Wang, Zhen Lei, ShengCai Liao, Stan Z. Li. 413-421 [doi]
- Temporal Attention Neural Network for Video UnderstandingJegyung Son, Gil-Jin Jang, Minho Lee. 422-430 [doi]
- Regularized Deep Convolutional Neural Networks for Feature Extraction and ClassificationKhaoula Jayech. 431-439 [doi]
- Soccer Video Event Detection Using 3D Convolutional Networks and Shot Boundary Detection via Deep Feature DistanceTingxi Liu, Yao Lu, Xiaoyu Lei, Lijing Zhang, Haoyu Wang, Wei Huang, Zijian Wang. 440-449 [doi]
- Very Deep Neural Networks for Hindi/Arabic Offline Handwritten Digit RecognitionRolla Almodfer, Shengwu Xiong, Mohammed Mudhsh, Pengfei Duan. 450-459 [doi]
- Layer Removal for Transfer Learning with Deep Convolutional Neural NetworksWeiming Zhi, Zhenghao Chen, Henry Wing Fung Yeung, Zhicheng Lu, Seid Miad Zandavi, Yuk Ying Chung. 460-469 [doi]
- Music Genre Classification Using Masked Conditional Neural NetworksFady Medhat, David Chesmore, John Robinson. 470-481 [doi]
- Reinforced Memory Network for Question AnsweringAnupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie. 482-490 [doi]
- Hybrid Deep Learning for Sentiment Polarity Determination of Arabic MicroblogsSadam Al-Azani, El-Sayed M. El-Alfy. 491-500 [doi]
- Low Frequency Words Compression in Neural Conversation SystemSixing Wu, Ying Li, Zhonghai Wu. 501-511 [doi]
- A Width-Variable Window Attention Model for Environmental SensorsCuiqin Hou, Yingju Xia, Jun Sun 0004, Jing Shang, Ryozo Takasu, Masao Kondo. 512-520 [doi]
- Memorizing Transactional Databases Compressively in Deep Neural Networks for Efficient Itemset Support QueriesYi Ji, Yukio Ohsawa. 521-531 [doi]
- Offensive Sentence Classification Using Character-Level CNN and Transfer Learning with Fake SentencesSuin Seo, Sung-Bea Cho. 532-539 [doi]
- Hierarchical Hybrid Attention Networks for Chinese Conversation Topic ClassificationYujun Zhou, Changliang Li, Bo Xu, Jiaming Xu, Jie Cao, Bo Xu. 540-550 [doi]
- Aggregating Class Interactions for Hierarchical Attention Relation ExtractionKaiyu Huang, Si Li 0001, Guang Chen. 551-561 [doi]
- Tensorial Neural Networks and Its Application in Longitudinal Network Data AnalysisMingyuan Bai, Boyan Zhang, Junbin Gao. 562-571 [doi]
- 3HAN: A Deep Neural Network for Fake News DetectionSneha Singhania, Nigel Fernandez, Shrisha Rao. 572-581 [doi]
- Hierarchical Parameter Sharing in Recursive Neural Networks with Long Short-Term MemoryFengyu Li, Mingmin Chi, Dong Wu, Junyu Niu. 582-592 [doi]
- Robust Deep Face Recognition with Label NoiseJirui Yuan, Wenya Ma, Pengfei Zhu, Karen O. Egiazarian. 593-602 [doi]
- Weakly-Supervised Dual Generative Adversarial Networks for Makeup-RemovalXuedong Hou, Yun Li, Tao Li. 603-611 [doi]
- Analysis of Gradient Degradation and Feature Map Quality in Deep All-Convolutional Neural Networks Compared to Deep Residual NetworksWei Gao, Mark D. McDonnell. 612-621 [doi]
- Single-Image Super-Resolution for Remote Sensing Data Using Deep Residual-Learning Neural NetworkNingbo Huang, Yong Yang, Junjie Liu, Xinchao Gu, Hua Cai. 622-630 [doi]
- Layer-Wise Training to Create Efficient Convolutional Neural NetworksLinghua Zeng, Xinmei Tian. 631-641 [doi]
- Learning Image Representation Based on Convolutional Neural NetworksZhanbo Yang, Fei Hu, Jingyuan Wang, Jinjing Zhang, Li Li. 642-652 [doi]
- Heterogeneous Features Integration in Deep Knowledge TracingLap Pong Cheung, Haiqin Yang. 653-662 [doi]
- Boxless Action Recognition in Still Images via Recurrent Visual AttentionWeijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo. 663-673 [doi]
- Compositional Sentence Representation from Character Within Large Context TextGeon-min Kim, Hwaran Lee, Bo-kyeong Kim, Soo-Young Lee. 674-685 [doi]
- Ultra-deep Neural Network for Face Anti-spoofingXiaokang Tu, Yuchun Fang. 686-695 [doi]
- License Plate Detection Using Deep Cascaded Convolutional Neural Networks in Complex ScenesQiang Fu, Yuan Shen, Zhenhua Guo. 696-706 [doi]
- Task-Free Brainprint Recognition Based on Degree of Brain NetworksWanzeng Kong, Qiaonan Fan, Luyun Wang, Bei Jiang, Yong Peng, Yanbin Zhang. 709-717 [doi]
- Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion RecognitionRahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier Sanchez-Medina, Adel M. Alimi. 718-727 [doi]
- A Computational Investigation of an Active Region in Brain Network Based on Stimulations with Near-Infrared SpectroscopyXu Huang, Raul Fernandez Rojas, Allan C. Madoc, Keng-Liang Ou, Sheikh Md. Rabiul Islam. 728-738 [doi]
- An Algorithm Combining Spatial Filtering and Temporal Down-Sampling with Applications to ERP Feature ExtractionFeifei Qi, Yuanqing Li, Zhenfu Wen, Wei Wu. 739-747 [doi]
- Intent Recognition in Smart Living Through Deep Recurrent Neural NetworksXiang Zhang, Lina Yao, Chaoran Huang 0001, Quan Z. Sheng, Xianzhi Wang. 748-758 [doi]
- Recognition of Voluntary Blink and Bite Base on Single Forehead EMGJianhai Zhang, Wenhao Huang, Shaokai Zhao, Yanyang Li, Sanqing Hu. 759-766 [doi]
- Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for ElectroencephalographyChuanqi Tan, Fuchun Sun, Wenchang Zhang, Jianhua Chen, Chunfang Liu. 767-776 [doi]
- An Improved Visual-Tactile P300 Brain Computer InterfaceHongyan Sun, Jing Jin, Yu Zhang, Bei Wang, Xingyu Wang. 777-785 [doi]
- A New Hybrid Feature Selection Algorithm Applied to Driver's Status DetectionPeng-fei Ye, Lanlan Chen, Ao Zhang. 786-795 [doi]
- Deep Learning Method for Sleep Stage ClassificationLing Cen, Zhu Liang Yu, Yun Tang, Wen Shi, Tilmann Kluge, Wee Ser. 796-802 [doi]
- Composite and Multiple Kernel Learning for Brain Computer InterfaceMinmin Miao, Hong Zeng, Aimin Wang. 803-810 [doi]
- Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New ApproachHe He, Dongrui Wu. 811-821 [doi]
- EEG-Based Driver Drowsiness Estimation Using Convolutional Neural NetworksYuqi Cui, Dongrui Wu. 822-832 [doi]
- Real-Time fMRI-Based Brain Computer Interface: A ReviewYang Wang, Dongrui Wu. 833-842 [doi]
- Dynamic Bidding Strategy Based on Probabilistic Feedback in Display AdvertisingYuzhu Wu, Shumin Pan, Qianwen Zhang, Jinkui Xie. 845-853 [doi]
- Dempster-Shafer Fusion of Semi-supervised Learning Methods for Predicting Defaults in Social LendingAleum Kim, Sung-Bae Cho. 854-862 [doi]
- Robust Portfolio Risk Minimization Using the Graphical LassoTristan Millington, Mahesan Niranjan. 863-872 [doi]
- Non-Negative Matrix Factorization with Exogenous Inputs for Modeling Financial DataSteven Squires, Luis Montesdeoca, Adam Prügel-Bennett, Mahesan Niranjan. 873-881 [doi]
- Stacked Denoising Autoencoder Based Stock Market Trend Prediction via K-Nearest Neighbour Data SelectionHaonan Sun, Wenge Rong, Jiayi Zhang, Qiubin Liang, Zhang Xiong. 882-892 [doi]
- Ten-Quarter Projection for Spanish Central Government Debt via WASD NeuronetYunong Zhang, Zhongxian Xue, Mengling Xiao, Yingbiao Ling, Chengxu Ye. 893-902 [doi]
- Data Augmentation Based Stock Trend Prediction Using Self-organising MapJiayi Zhang, Wenge Rong, Qiubin Liang, Haonan Sun, Zhang Xiong. 903-912 [doi]
- Deep Candlestick MiningAndrew D. Mann, Denise Gorse. 913-921 [doi]