Table of Contents

• Hessian Corrected Input Noise ModelsBotond Attila Bócsi, Lehel Csató. 1-8 [doi]
• Model-Based Clustering of Temporal DataHani El Assaad, Allou Samé, Gérard Govaert, Patrice Aknin. 9-16 [doi]
• Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed DataYuya Okadome, Yutaka Nakamura, Yumi Shikauchi, Shin Ishii, Hiroshi Ishiguro. 17-25 [doi]
• An Analytical Approach to Single Node Delay-Coupled Reservoir ComputingJohannes Schumacher, Hazem Toutounji, Gordon Pipa. 26-33 [doi]
• Applying General-Purpose Data Reduction Techniques for Fast Time Series ClassificationStefanos Ougiaroglou, Leonidas Karamitopoulos, Christos Tatoglou, Georgios Evangelidis, Dimitrios Dervos. 34-41 [doi]
• Two-Layer Vector PerceptronVladimir Kryzhanovsky, Irina Zhelavskaya, Juan Antonio Clares Tomas. 42-49 [doi]
• Local Detection of Communities by Neural-Network DynamicsHiroshi Okamoto. 50-57 [doi]
• The Super-Turing Computational Power of Interactive Evolving Recurrent Neural NetworksJérémie Cabessa, Alessandro E. P. Villa. 58-65 [doi]
• Group Fused LassoCarlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro. 66-73 [doi]
• Exponential Synchronization of a Class of RNNs with Discrete and Distributed DelaysFarouk Chérif, Hajer Brahmi, Boudour Ammar, Adel M. Alimi. 74-81 [doi]
• Variational Foundations of Online BackpropagationSalvatore Frandina, Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci. 82-89 [doi]
• GNMF with Newton-Based MethodsRafal Zdunek, Anh Huy Phan, Andrzej Cichocki. 90-97 [doi]
• Improving the Associative Rule Chaining ArchitectureNathan Burles, Simon O'Keefe, James Austin. 98-105 [doi]
• A Two-Stage Pretraining Algorithm for Deep Boltzmann MachinesKyungHyun Cho, Tapani Raiko, Alexander Ilin, Juha Karhunen. 106-113 [doi]
• A Low-Energy Implementation of Finite Automata by Optimal-Size Neural NetsJirí Síma. 114-121 [doi]
• A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information TheoryDiego Peteiro-Barral, Bertha Guijarro-Berdiñas. 122-129 [doi]
• Efficient Baseline-Free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPEFrank Sehnke. 130-137 [doi]
• Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead PredictionsArtem N. Chernodub. 138-145 [doi]
• Learning with Hard ConstraintsGiorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti. 146-153 [doi]
• Bidirectional Activation-based Neural Network Learning AlgorithmIgor Farkas, Kristína Rebrová. 154-161 [doi]
• A Neural Network Model for Online Multi-Task Multi-Label Pattern RecognitionDaisuke Higuchi, Seiichi Ozawa. 162-169 [doi]
• Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement LearningHunor Sandor Jakab, Lehel Csató. 170-177 [doi]
• Learning of Lateral Interactions for Perceptual Grouping Employing Information GainMartin Meier, Robert Haschke, Helge J. Ritter. 178-185 [doi]
• On-Line Laplacian One-Class Support Vector MachinesSalvatore Frandina, Marco Lippi, Marco Maggini, Stefano Melacci. 186-193 [doi]
• OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault DetectionMikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen P. Angelov. 194-207 [doi]
• EEG Dataset Reduction and Classification Using Wave Atom TransformIgnas Martisius, Darius Birvinskas, Robertas Damasevicius, Vacius Jusas. 208-215 [doi]
• Embodied Language Understanding with a Multiple Timescale Recurrent Neural NetworkStefan Heinrich, Cornelius Weber, Stefan Wermter. 216-223 [doi]
• Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI)Martin Spüler, Wolfgang Rosenstiel, Martin Bogdan. 224-231 [doi]
• A Biologically Inspired Model for the Detection of External and Internal Head MotionsStephan Tschechne, Georg Layher, Heiko Neumann. 232-239 [doi]
• Cortically Inspired Sensor Fusion Network for Mobile Robot Heading EstimationCristian Axenie, Jörg Conradt. 240-247 [doi]
• Learning Sensorimotor Transformations with Dynamic Neural FieldsYulia Sandamirskaya, Jörg Conradt. 248-255 [doi]
• Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent PlasticityBrian Gardner, André Grüning. 256-263 [doi]
• Memory Trace in Spiking Neural NetworksMarta Castellano, Gordon Pipa. 264-271 [doi]
• Attention-Gated Reinforcement Learning in Neural Networks - A Unified ViewTobias Brosch, Friedhelm Schwenker, Heiko Neumann. 272-279 [doi]
• Dynamic Memory for Robot Control Using Delay-Based Coincidence Detection NeuronesFrancis Jeanson, Tony White. 280-287 [doi]
• Robust Principal Component Analysis for Brain ImagingPetia Georgieva, Fernando De la Torre. 288-295 [doi]
• Phase Control of Coupled Neuron OscillatorsMayumi Irifune, Robert H. Fujii. 296-303 [doi]
• Dendritic Computations in a Rall Model with Strong Distal StimulationYouwei Zheng, Lars Schwabe. 304-311 [doi]
• Modeling Action Verb Semantics Using Motion TrackingTimo Honkela, Klaus Förger. 312-318 [doi]
• Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype MappingParimala Alva, Giseli de Sousa, Ben Torben-Nielsen, Reinoud Maex, Rod Adams, Neil Davey, Volker Steuber. 319-326 [doi]
• Sparseness Controls the Receptive Field Characteristics of V4 Neurons: Generation of Curvature Selectivity in V4Yasuhiro Hatori, Tatsuroh Mashita, Ko Sakai. 327-334 [doi]
• Handwritten Digit Recognition with Pattern Transformations and Neural Network AveragingJuan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchís. 335-342 [doi]
• Echo State Networks in Dynamic Data ClusteringPetia D. Koprinkova-Hristova, Kiril Alexiev. 343-350 [doi]
• Self-Organization in Parallel CoordinatesMarjan Trutschl, Phillip Kilgore, Urska Cvek. 351-358 [doi]
• A General Image Representation Scheme and Its Improvement for Image AnalysisHui Wei, Qingsong Zuo, Bo Lang. 359-366 [doi]
• Learning Features for Activity Recognition with Shift-Invariant Sparse CodingChristian Vollmer, Horst-Michael Gross, Julian Eggert. 367-374 [doi]
• Hearing Aid Classification Based on Audiology DataChristo Panchev, Muhammad Naveed Anwar, Michael Oakes. 375-380 [doi]
• BLSTM-RNN Based 3D Gesture ClassificationGrégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia. 381-388 [doi]
• Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand DataMashud Rana, Irena Koprinska, Abbas Khosravi. 389-396 [doi]
• A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre ClassificationJulien Martel, Toru Nakashika, Christophe Garcia, Khalid Idrissi. 397-404 [doi]
• Exploration of Loneliness Questionnaires Using the Self-Organising MapKrista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela. 405-411 [doi]
• An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCSPablo V. A. Barros, Nestor T. M. Junior, Juvenal M. M. Bisneto, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sergio M. M. Fernandes. 412-419 [doi]
• Feature Weighting by Maximum Distance MinimizationJens Hocke, Thomas Martinetz. 420-425 [doi]
• Training Computationally Efficient Smartphone-Based Human Activity Recognition ModelsDavide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz. 426-433 [doi]
• A Novel Procedure for Training L1-L2 Support Vector Machine ClassifiersDavide Anguita, Alessandro Ghio, Luca Oneto, Jorge Luis Reyes-Ortiz, Sandro Ridella. 434-441 [doi]
• Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard PerceptionEnkelejda Tafaj, Thomas C. Kübler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan. 442-450 [doi]
• Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural NetworksPablo Romeu, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo. 451-458 [doi]
• Recurrent Fuzzy-Neural Network with Fast Learning Algorithm for Predictive ControlYancho Todorov, Margarita Terzyiska, Michail Petrov. 459-466 [doi]
• Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing SystemChristian Denk, Francisco Llobet-Blandino, Francesco Galluppi, Luis A. Plana, Steve Furber, Jörg Conradt. 467-474 [doi]
• A Software Framework for Cognition, Embodiment, Dynamics, and Autonomy in Robotics: CedarOliver Lomp, Stephan Klaus Ulrich Zibner, Mathis Richter, Iñaki Rañó, Gregor Schöner. 475-482 [doi]
• Adaptive Critic Neural Network Solution of Optimal Control Problems with Discrete Time DelaysTibor Kmet, Maria Kmetova. 483-494 [doi]
• Emotion Generation System Considering Complex Emotion Based on MaC Model with Neural NetworksTsubasa Takamatsu, Yuko Osana. 495-502 [doi]
• Neuro-Optimal Controller for Robot ManipulatorsMohammed Boukens, Abdelkrim Boukabou. 503-510 [doi]
• Learning to Walk Using a Recurrent Neural Network with Time DelayBoudour Ammar, Naima Chouikhi, Adel M. Alimi, Farouk Chérif, Nasser Rezzoug, Philippe Gorce. 511-518 [doi]
• The Imbalance Network and Incremental Evolution for Mobile Robot Nervous System DesignPaul Olivier, Juan-Manuel Moreno Aróstegui. 519-526 [doi]
• Balancing of a Simulated Inverted Pendulum Using the NeuraBase Network ModelRobert Hercus, Kit-Yee Wong, Kim-Fong Ho. 527-536 [doi]
• Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning - -Beer Game as an Example-Fumiaki Saitoh, Akihide Utani. 537-544 [doi]
• Using Exponential Kernel for Word Sense DisambiguationTinghua Wang, Junyang Rao, Dongyan Zhao. 545-552 [doi]
• Independent Component Analysis Filtration for Value at Risk ModellingRyszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski. 553-562 [doi]
• Wind Power Resource Estimation with Deep Neural NetworksFrank Sehnke, Achim Strunk, Martin Felder, Joris Brombach, Anton Kaifel, Jon Meis. 563-570 [doi]
• Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift InvarianceMashud Rana, Irena Koprinska. 571-578 [doi]
• Interactive Two-Level WEBSOM for Organizational ExplorationTimo Honkela, Michael Knapek. 579-585 [doi]
• Optimal Operation of Electric Power Production System without Transmission Losses Using Artificial Neural Networks Based on Augmented Lagrange Multiplier MethodGeorge J. Tsekouras, Fotis D. Kanellos, Nikos E. Mastorakis, Valeri Mladenov. 586-594 [doi]
• An Echo State Network with Working Memories for Probabilistic Language ModelingYukinori Homma, Masafumi Hagiwara. 595-602 [doi]
• Using the Analytic Feature Framework for the Detection of Occluded ObjectsMarvin Struwe, Stephan Hasler, Ute Bauer-Wersing. 603-610 [doi]
• Boltzmann Machines for Image DenoisingKyungHyun Cho. 611-618 [doi]
• Comparison on Late Fusion Methods of Low Level Features for Content Based Image RetrievalNikolay N. Neshov. 619-627 [doi]
• Vehicle Plate Recognition Using Improved Neocognitron Neural NetworkDmitry Kangin, George Kolev, Plamen P. Angelov. 628-640 [doi]