Table of Contents

• Policy Learning Using SPSARajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel. 3-12 [doi]
• Simple Recurrent Neural Networks for Support Vector Machine TrainingRafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage. 13-22 [doi]
• RNN-SURV: A Deep Recurrent Model for Survival AnalysisEleonora Giunchiglia, Anton Nemchenko, Mihaela van der Schaar. 23-32 [doi]
• Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification?Jan Kronenberger, Anselm Haselhoff. 33-40 [doi]
• Balanced and Deterministic Weight-Sharing Helps Network PerformanceOscar Chang, Hod Lipson. 41-50 [doi]
• Neural Networks with Block Diagonal Inner Product LayersAmy Nesky, Quentin F. Stout. 51-61 [doi]
• Training Neural Networks Using Predictor-Corrector Gradient DescentAmy Nesky, Quentin F. Stout. 62-72 [doi]
• Investigating the Role of Astrocyte Units in a Feedforward Neural NetworkPeter Gergel, Igor Farkas. 73-83 [doi]
• Interactive Area Topics Extraction with Policy GradientJingfei Han, Wenge Rong, Fang Zhang, Yutao Zhang, Jie Tang 0001, Zhang Xiong. 84-93 [doi]
• Implementing Neural Turing MachinesMark Collier, Jöran Beel. 94-104 [doi]
• A RNN-Based Multi-factors Model for Repeat Consumption PredictionZengwei Zheng, Yanzhen Zhou, Lin Sun 0006, Jianping Cai. 105-115 [doi]
• Practical Fractional-Order Neuron Dynamics for Reservoir ComputingTaisuke Kobayashi. 116-125 [doi]
• An Unsupervised Character-Aware Neural Approach to Word and Context Representation LearningGiuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini. 126-136 [doi]
• Towards End-to-End Raw Audio Music SynthesisManfred Eppe, Tayfun Alpay, Stefan Wermter. 137-146 [doi]
• Real-Time Hand Prosthesis Biomimetic Movement Based on Electromyography Sensory Signals Treatment and Sensors FusionJoão Olegário de Oliveira de Souza, José Vicente Canto dos Santos, Rodrigo Marques de Figueiredo, Gustavo Pessin. 147-156 [doi]
• An Exploration of Dropout with RNNs for Natural Language InferenceAmit Gajbhiye, Sardar Jaf, Noura Al Moubayed, A. Stephen McGough, Steven Bradley. 157-167 [doi]
• Neural Model for the Visual Recognition of Animacy and Social InteractionMohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martinez, Martin A. Giese. 168-177 [doi]
• Attention-Based RNN Model for Joint Extraction of Intent and Word Slot Based on a Tagging StrategyDongjie Zhang, Zheng Fang, Yanan Cao, Yanbing Liu, Xiaojun Chen, Jianlong Tan. 178-188 [doi]
• Using Regular Languages to Explore the Representational Capacity of Recurrent Neural ArchitecturesAbhijit Mahalunkar, John D. Kelleher. 189-198 [doi]
• Learning Trends on the Fly in Time Series Data Using Plastic CGP Evolved Recurrent Neural NetworksGul Muhammad Khan, Durre Nayab. 199-207 [doi]
• Noise Masking Recurrent Neural Network for Respiratory Sound ClassificationKirill Kochetov, Evgeny Putin, Maksim Balashov, Andrey Filchenkov, Anatoly Shalyto. 208-217 [doi]
• Lightweight Neural Programming: The GRPUFelipe Carregosa, Aline Paes, Gerson Zaverucha. 218-227 [doi]
• Towards More Biologically Plausible Error-Driven Learning for Artificial Neural NetworksKristína Malinovská, Ludovít Malinovský, Igor Farkas. 228-231 [doi]
• Online Carry Mode Detection for Mobile Devices with Compact RNNsPhilipp Kuhlmann, Paul Sanzenbacher, Sebastian Otte. 232-241 [doi]
• Deep CNN-ELM Hybrid Models for Fire Detection in ImagesJivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin. 245-259 [doi]
• Siamese Survival Analysis with Competing RisksAnton Nemchenko, Trent Kyono, Mihaela van der Schaar. 260-269 [doi]
• A Survey on Deep Transfer LearningChuanqi Tan, Fuchun Sun, Tao Kong, Wenchang Zhang, Chao Yang, Chunfang Liu. 270-279 [doi]
• Cloud Detection in High-Resolution Multispectral Satellite Imagery Using Deep LearningGiorgio Morales, Samuel G. Huamán, Joel Telles. 280-288 [doi]
• Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer LearningAlexey Potapov, Sergey Rodionov, Hugo Latapie, Enzo Fenoglio. 289-299 [doi]
• Classification of MRI Migraine Medical Data Using 3D Convolutional Neural NetworkHwei Geok Ng, Matthias Kerzel, Jan Mehnert, Arne May, Stefan Wermter. 300-309 [doi]
• Deep 3D Pose Dictionary: 3D Human Pose Estimation from Single RGB Image Using Deep Convolutional Neural NetworkReda Elbasiony, Walid Gomaa, Tetsuya Ogata. 310-320 [doi]
• FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural NetworksWenbin Jiang, Yangsong Zhang, Pai Liu, Geyan Ye, Hai Jin 0001. 321-330 [doi]
• DeepVol: Deep Fruit Volume EstimationHongYu Li, Tianqi Han. 331-341 [doi]
• Graph Matching and Pseudo-Label Guided Deep Unsupervised Domain AdaptationDebasmit Das, C. S. George Lee. 342-352 [doi]
• fNIRS-Based Brain-Computer Interface Using Deep Neural Networks for Classifying the Mental State of DriversGauvain Huve, Kazuhiko Takahashi, Masafumi Hashimoto. 353-362 [doi]
• Research on Fight the Landlords' Single Card Guessing Based on Deep LearningSaisai Li, Shuqin Li, Meng Ding, Kun Meng. 363-372 [doi]
• Short-Term Precipitation Prediction with Skip-Connected PredNetRyoma Sato, Hisashi Kashima, Takehiro Yamamoto. 373-382 [doi]
• An End-to-End Deep Learning Architecture for Classification of Malware's Binary ContentDaniel Gibert, Carles Mateu, Jordi Planes. 383-391 [doi]
• Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size RatioStanislaw Jastrzebski, Zachary Kenton, Devansh Arpit, Nicolas Ballas, Asja Fischer, Yoshua Bengio, Amos J. Storkey. 392-402 [doi]
• Data Correction by a Generative Model with an Encoder and its Application to Structure DesignTakaya Ueda, Masataka Seo, Ikuko Nishikawa. 403-413 [doi]
• PMGAN: Paralleled Mix-Generator Generative Adversarial Networks with Balance ControlXia Xiao, Sanguthevar Rajasekaran. 414-424 [doi]
• Modular Domain-to-Domain Translation NetworkSavvas Karatsiolis, Christos N. Schizas, Nicolai Petkov. 425-435 [doi]
• OrieNet: A Regression System for Latent Fingerprint Orientation Field ExtractionZhenshen Qu, Junyu Liu, Yang Liu, Qiuyu Guan, Chunyu Yang, Yuxin Zhang. 436-446 [doi]
• Avoiding Degradation in Deep Feed-Forward Networks by Phasing Out Skip-ConnectionsRicardo Pio Monti, Sina Tootoonian, Robin Cao. 447-456 [doi]
• A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory InputsShirin Dora, Cyriel Pennartz, Sander Bohté. 457-467 [doi]
• Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning ModelsZakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed. 468-478 [doi]
• A Deep Learning Approach for Sentence Classification of Scientific AbstractsSérgio Gonçalves, Paulo Cortez 0001, Sérgio Moro. 479-488 [doi]
• Weighted Multi-view Deep Neural Networks for Weather ForecastingZahra Karevan, Lynn Houthuys, Johan A. K. Suykens. 489-499 [doi]
• Combining Articulatory Features with End-to-End Learning in Speech RecognitionLeyuan Qu, Cornelius Weber, Egor Lakomkin, Johannes Twiefel, Stefan Wermter. 500-510 [doi]
• Estimation of Air Quality Index from Seasonal Trends Using Deep Neural NetworkArjun Sharma, Anirban Mitra, Sumit Sharma 0002, Sudip Roy 0001. 511-521 [doi]
• A Deep Learning Approach to Bacterial Colony SegmentationPaolo Andreini, Simone Bonechi, Monica Bianchini, Alessandro Mecocci, Franco Scarselli. 522-533 [doi]
• Sparsity and Complexity of Networks Computing Highly-Varying FunctionsVera Kurková. 534-543 [doi]
• Deep Learning Based Vehicle Make-Model ClassificationBurak Satar, Ahmet Emir Dirik. 544-553 [doi]
• Detection and Recognition of Badgers Using Deep LearningEmmanuel Okafor, Gerard Berendsen, Lambert Schomaker, Marco Wiering. 554-563 [doi]
• SPSA for Layer-Wise Training of Deep NetworksBenjamin Wulff, Jannis Schücker, Christian Bauckhage. 564-573 [doi]
• Dipolar Data Aggregation in the Context of Deep LearningLeon Bobrowski, Magdalena Topczewska. 574-583 [doi]
• Video Surveillance of Highway Traffic Events by Deep Learning ArchitecturesMatteo Tiezzi, Stefano Melacci, Marco Maggini, Angelo Frosini. 584-593 [doi]
• Augmenting Image Classifiers Using Data Augmentation Generative Adversarial NetworksAntreas Antoniou, Amos J. Storkey, Harrison Edwards. 594-603 [doi]
• DeepEthnic: Multi-label Ethnic Classification from Face ImagesKatia Huri, Eli (Omid) David, Nathan S. Netanyahu. 604-612 [doi]
• Handwriting-Based Gender Classification Using End-to-End Deep Neural NetworksEvyatar Illouz, Eli (Omid) David, Nathan S. Netanyahu. 613-621 [doi]
• A Deep Learning Approach for Sentiment Analysis in Spanish TweetsGerson Vizcarra, Antoni Mauricio, Leonidas Mauricio. 622-629 [doi]
• Location Dependency in Video PredictionNiloofar Azizi, Hafez Farazi, Sven Behnke. 630-638 [doi]
• State-Space Analysis of an Ising Model Reveals Contributions of Pairwise Interactions to Sparseness, Fluctuation, and Stimulus Coding of Monkey V1 NeuronsJimmy Gaudreault, Hideaki Shimazaki. 641-651 [doi]
• Sparse Coding Predicts Optic Flow Specifities of Zebrafish Pretectal NeuronsGerrit A. Ecke, Fabian A. Mikulasch, Sebastian A. Bruijns, Thede Witschel, Aristides B. Arrenberg, Hanspeter A. Mallot. 652-661 [doi]
• Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked PotentialSylvain Chevallier, Guillaume Bao, Mayssa Hammami, Fabienne Marlats, Louis Mayaud, Djillali Annane, Frédéric Lofaso, Eric Azabou. 662-671 [doi]
• Effectively Interpreting Electroencephalogram Classification Using the Shapley Sampling Value to Prune a Feature TreeKazuki Tachikawa, Yuji Kawai, JiHoon Park, Minoru Asada. 672-681 [doi]
• EEG-Based Person Identification Using Rhythmic Brain Activity During SleepAthanasios Koutras, George K. Kostopoulos. 682-692 [doi]
• An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical NetworkJérémie Cabessa, Alessandro E. P. Villa. 693-702 [doi]
• Neuronal Asymmetries and Fokker-Planck DynamicsVitor Tocci F. de Luca, Roseli S. Wedemann, Angel Ricardo Plastino. 703-713 [doi]
• Learning-While Controlling RBF-NN for Robot Dynamics Approximation in Neuro-Inspired Control of Switched Nonlinear SystemsSophie Klecker, Bassem Hichri, Peter W. Plapper. 717-727 [doi]
• A Feedback Neural Network for Small Target Motion Detection in Cluttered BackgroundsHongxin Wang, Jigen Peng, Shigang Yue. 728-737 [doi]
• De-noise-GAN: De-noising Images to Improve RoboCup Soccer Ball DetectionDaniel Speck, Pablo V. A. Barros, Stefan Wermter. 738-747 [doi]
• Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot ArmsSebastian Otte, Lea Hofmaier, Martin V. Butz. 748-758 [doi]
• An Improved Block-Matching Algorithm Based on Chaotic Sine-Cosine Algorithm for Motion EstimationBodhisattva Dash, Suvendu Rup. 759-770 [doi]
• Terrain Classification with Crawling Robot Using Long Short-Term Memory NetworkRudolf J. Szadkowski, Jan Drchal, Jan Faigl. 771-780 [doi]
• Mass-Spring Damper Array as a Mechanical Medium for ComputationYuki Yamanaka, Takaharu Yaguchi, Kohei Nakajima, Helmut Hauser. 781-794 [doi]
• Kinematic Estimation with Neural Networks for Robotic ManipulatorsMichail Theofanidis, Saif Iftekar Sayed, Joe Cloud, James Brady, Fillia Makedon. 795-802 [doi]
• Hierarchical Attention Networks for User Profile Inference in Social Media SystemsZhezhou Kang, Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Li Guo 0001. 805-816 [doi]
• A Topological k-Anonymity Model Based on Collaborative Multi-view ClusteringSarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi. 817-827 [doi]
• A Credibility-Based Analysis of Information Diffusion in Social NetworksSabina-Adriana Floria, Florin Leon, Doina Logofatu. 828-838 [doi]