Abstract is missing.
- Dynamic Cortex Memory: Enhancing Recurrent Neural Networks for Gradient-Based Sequence LearningSebastian Otte, Marcus Liwicki, Andreas Zell. 1-8 [doi]
- Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNNShingo Murata, Hiroaki Arie, Tetsuya Ogata, Jun Tani, Shigeki Sugano. 9-16 [doi]
- Regularized Recurrent Neural Networks for Data Efficient Dual-Task LearningSigurd Spieckermann, Siegmund Düll, Steffen Udluft, Thomas A. Runkler. 17-24 [doi]
- On-line Training of ESN and IP Tuning EffectPetia D. Koprinkova-Hristova. 25-32 [doi]
- An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State NetworksXavier Hinaut, Stefan Wermter. 33-40 [doi]
- Memory Capacity of Input-Driven Echo State Networks at the Edge of ChaosPeter Barancok, Igor Farkas. 41-48 [doi]
- Adaptive Critical Reservoirs with Power Law Forgetting of Unexpected Input SequencesNorbert Michael Mayer. 49-56 [doi]
- Interactive Evolving Recurrent Neural Networks Are Super-Turing UniversalJérémie Cabessa, Alessandro E. P. Villa. 57-64 [doi]
- Attractor Metadynamics in Adapting Neural NetworksClaudius Gros, Mathias Linkerhand, Valentin Walther. 65-72 [doi]
- Basic Feature Quantities of Digital Spike MapsHiroki Yamaoka, Narutoshi Horimoto, Toshimichi Saito. 73-80 [doi]
- Discriminative Fast Soft Competitive LearningFrank-Michael Schleif. 81-88 [doi]
- Human Action Recognition with Hierarchical Growing Neural Gas LearningGerman Ignacio Parisi, Cornelius Weber, Stefan Wermter. 89-96 [doi]
- Real-Time Anomaly Detection with a Growing Neural GasNicolai Waniek, Simon Bremer, Jörg Conradt. 97-104 [doi]
- Classification with Reject Option Using the Self-Organizing MapRicardo Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme De A. Barreto. 105-112 [doi]
- A Non-parametric Maximum Entropy ClusteringHideitsu Hino, Noboru Murata. 113-120 [doi]
- Instance Selection Using Two Phase Collaborative Neighbor RepresentationFadi Dornaika, I. Kamal Aldine. 121-128 [doi]
- Global Metric Learning by Gradient DescentJens Hocke, Thomas Martinetz. 129-135 [doi]
- Leaving Local Optima in Unsupervised Kernel RegressionDaniel Lückehe, Oliver Kramer. 137-144 [doi]
- An Algorithm for Directed Graph EstimationHideitsu Hino, Atsushi Noda, Masami Tatsuno, Shotaro Akaho, Noboru Murata. 145-152 [doi]
- Merging Strategy for Local Model Networks Based on the Lolimot AlgorithmTorsten Fischer, Oliver Nelles. 153-160 [doi]
- Factor Graph Inference Engine on the SpiNNaker Neural Computing SystemIndar Sugiarto, Jörg Conradt. 161-168 [doi]
- High-Dimensional Binary Pattern Classification by Scalar Neural Network TreeVladimir Kryzhanovsky, Magomed Malsagov, Juan Antonio Clares Tomas, Irina Zhelavskaya. 169-176 [doi]
- Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural TransitionsJorge Luis Reyes-Ortiz, Luca Oneto, Alessandro Ghio, Albert Samá, Davide Anguita, Xavier Parra. 177-184 [doi]
- sNN-LDS: Spatio-temporal Non-negative Sparse Coding for Human Action RecognitionThomas Guthier, Adrian Sosic, Volker Willert, Julian Eggert. 185-192 [doi]
- Interactive Language Understanding with Multiple Timescale Recurrent Neural NetworksStefan Heinrich, Stefan Wermter. 193-200 [doi]
- A Neural Dynamic Architecture Resolves Phrases about Spatial Relations in Visual ScenesMathis Richter, Jonas Lins, Sebastian Schneegans, Gregor Schöner. 201-208 [doi]
- Chinese Image Character Recognition Using DNN and Machine Simulated Training SamplesJinfeng Bai, Zhineng Chen, Bailan Feng, Bo Xu. 209-216 [doi]
- Polyphonic Music Generation by Modeling Temporal Dependencies Using a RNN-DBNKratarth Goel, Raunaq Vohra, J. K. Sahoo. 217-224 [doi]
- On Improving the Classification Capability of Reservoir Computing for Arabic Speech RecognitionAbdulrahman Alalshekmubarak, Leslie S. Smith. 225-232 [doi]
- Neural Network Based Data Fusion for Hand Pose Recognition with Multiple ToF SensorsThomas Kopinski, Alexander Gepperth, Stefan Geisler, Uwe Handmann. 233-240 [doi]
- Sparse Single-Hidden Layer Feedforward Network for Mapping Natural Language Questions to SQL QueriesIssam H. Laradji, Lahouari Ghouti, Faisal Saleh, Musab A. AlTurki. 241-248 [doi]
- Towards Context-Dependence Eye Movements Prediction in Smart Meeting RoomsRedwan Abdo A. Mohammed, Lars Schwabe, Oliver G. Staadt. 249-256 [doi]
- Variational EM Learning of DSBNs with Conditional Deep Boltzmann MachinesXing Zhang, Siwei Lyu. 257-264 [doi]
- Improving Deep Neural Network Performance by Reusing Features Trained with Transductive TransferenceChetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Jorge M. Santos, Joaquim Marques de Sá. 265-272 [doi]
- From Maxout to Channel-Out: Encoding Information on Sparse PathwaysQi Wang, Joseph JáJá. 273-280 [doi]
- Minimizing Computation in Convolutional Neural NetworksJason Cong, Bingjun Xiao. 281-290 [doi]
- One-Shot Learning with Feedback for Multi-layered Convolutional NetworkKunihiko Fukushima. 291-298 [doi]
- Row-Action Projections for Nonnegative Matrix FactorizationRafal Zdunek. 299-306 [doi]
- Structure Perturbation Optimization for Hopfield-Type Neural NetworksGang Yang, Xirong Li, Jieping Xu, Qin Jin. 307-314 [doi]
- Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter SpaceSeiya Satoh, Ryohei Nakano. 315-322 [doi]
- Mix-Matrix Transformation Method for Max-Сut ProblemIakov M. Karandashev, Boris Kryzhanovsky. 323-330 [doi]
- Complexity of Shallow Networks Representing Functions with Large VariationsVera Kurková, Marcello Sanguineti. 331-338 [doi]
- Visualizing Hierarchical Representation in a Multilayered Restricted RBF NetworkPitoyo Hartono, Paul Hollensen, Thomas P. Trappenberg. 339-346 [doi]
- Contingent Features for Reinforcement LearningNathan Sprague. 347-354 [doi]
- A Non-stationary Infinite Partially-Observable Markov Decision ProcessSotirios P. Chatzis, Dimitrios I. Kosmopoulos. 355-362 [doi]
- Tool-Body Assimilation Model Based on Body Babbling and a Neuro-Dynamical System for Motion GenerationKuniyuki Takahashi, Tetsuya Ogata, Hadi Tjandra, Shingo Murata, Hiroaki Arie, Shigeki Sugano. 363-370 [doi]
- A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning RequirementsJonathan Strahl, Timo Honkela, Paul Wagner. 371-378 [doi]
- Sensorimotor Control Learning Using a New Adaptive Spiking Neuro-Fuzzy Machine, Spike-IDS and STDPMohsen Firouzi, Saeed Bagheri Shouraki, Jörg Conradt. 379-386 [doi]
- Model-Based Identification of EEG Markers for Learning Opportunities in an Associative Learning Task with Delayed FeedbackFelix Putze, Daniel V. Holt, Tanja Schultz, Joachim Funke. 387-394 [doi]
- Structured Prediction for Object Detection in Deep Neural NetworksHannes Schulz, Sven Behnke. 395-402 [doi]
- A Multichannel Convolutional Neural Network for Hand Posture RecognitionPablo Barros, Sven Magg, Cornelius Weber, Stefan Wermter. 403-410 [doi]
- A Two-Stage Classifier Architecture for Detecting Objects under Real-World Occlusion PatternsMarvin Struwe, Stephan Hasler, Ute Bauer-Wersing. 411-418 [doi]
- Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual FeaturesHanchen Xiong, Sándor Szedmák, Antonio Jose Rodríguez-Sánchez, Justus H. Piater. 419-426 [doi]
- Online Learning of Invariant Object Recognition in a Hierarchical Neural NetworkMarkus Leßmann, Rolf P. Würtz. 427-434 [doi]
- Incorporating Scale Invariance into the Cellular Associative Neural NetworkNathan Burles, Simon O'Keefe, James Austin. 435-442 [doi]
- Shape from Shading by Model Inclusive Learning with Simultaneously Estimating Reflection ParametersYasuaki Kuroe, Hajimu Kawakami. 443-450 [doi]
- Instance-Based Object Recognition with Simultaneous Pose Estimation Using Keypoint Maps and Neural DynamicsOliver Lomp, Kasim Terzic, Christian Faubel, J. M. Hans du Buf, Gregor Schöner. 451-458 [doi]
- How Visual Attention and Suppression Facilitate Object Recognition?Frederik Beuth, Amirhossein Jamalian, Fred Henrik Hamker. 459-466 [doi]
- Analysis of Neural Circuit for Visual Attention Using Lognormally Distributed InputYoshihiro Nagano, Norifumi Watanabe, Atsushi Aoyama. 467-474 [doi]
- Dynamic Ensemble Selection and Instantaneous Pruning for Regression Used in Signal CalibrationKaushala Dias, Terry Windeatt. 475-482 [doi]
- Global and Local Rejection Option in Multi-classification TaskMarcin Luckner. 483-490 [doi]
- Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction AlgorithmYoichi Hayashi, Yuki Tanaka, Shota Fujisawa, Tomoki Izawa. 491-498 [doi]
- Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian FunctionKazuyuki Hara, Kentaro Katahira. 499-506 [doi]
- Fast Sensitivity-Based Training of BP-NetworksIveta Mrázová, Zuzana Petrícková. 507-514 [doi]
- Learning Anisotropic RBF KernelsFabio Aiolli, Michele Donini. 515-522 [doi]
- Empowering Imbalanced Data in Supervised Learning: A Semi-supervised Learning ApproachBassam A. Almogahed, Ioannis A. Kakadiaris. 523-530 [doi]
- A Geometrical Approach for Parameter Selection of Radial Basis Functions NetworksLuiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga. 531-538 [doi]
- Sampling Hidden Parameters from Oracle DistributionSho Sonoda, Noboru Murata. 539-546 [doi]
- Incremental Input Variable Selection by Block Addition and Block DeletionShigeo Abe. 547-554 [doi]
- A CFS-Based Feature Weighting Approach to Naive Bayes Text ClassifiersShasha Wang, Liangxiao Jiang, Chaoqun Li. 555-562 [doi]
- Local Rejection Strategies for Learning Vector QuantizationLydia Fischer, Barbara Hammer, Heiko Wersing. 563-570 [doi]
- Efficient Adaptation of Structure Metrics in Prototype-Based ClassificationBassam Mokbel, Benjamin Paaßen, Barbara Hammer. 571-578 [doi]
- Improved Adaline Networks for Robust Pattern ClassificationCésar Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto. 579-586 [doi]
- Learning under Concept Drift with Support Vector MachinesOmar Ayad. 587-594 [doi]
- Two Subspace-Based Kernel Local Discriminant EmbeddingFadi Dornaika, Alireza Bosaghzadeh. 595-602 [doi]
- Coupling Gaussian Process Dynamical Models with Product-of-Experts KernelsDmytro Velychko, Dominik Endres, Nick Taubert, Martin A. Giese. 603-610 [doi]
- A Deep Dynamic Binary Neural Network and Its Application to Matrix ConvertersJungo Moriyasu, Toshimichi Saito. 611-618 [doi]
- Improving Humanoid Robot Speech Recognition with Sound Source LocalisationJorge Dávila-Chacón, Johannes Twiefel, Jindong Liu, Stefan Wermter. 619-626 [doi]
- Control of UPOs of Unknown Chaotic Systems via ANNAmine M. Khelifa, Abdelkrim Boukabou. 627-634 [doi]
- Event-Based Visual Data Sets for Prediction Tasks in Spiking Neural NetworksTingting (Amy) Gibson, Scott Heath, Robert P. Quinn, Alexia H. Lee, Joshua T. Arnold, Tharun S. Sonti, Andrew Whalley, George P. Shannon, Brian T. Song, James A. Henderson, Janet Wiles. 635-642 [doi]
- Modeling of Chaotic Time Series by Interval Type-2 NEO-Fuzzy Neural NetworkYancho Todorov, Margarita Terzyiska. 643-650 [doi]
- Excitation/Inhibition Patterns in a System of Coupled Cortical ColumnsDaniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo, Antonio J. Pons Rivero. 651-658 [doi]
- Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural NetworkJenia Jitsev. 659-666 [doi]
- Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm OptimizationAlessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho. 667-674 [doi]
- Bio-mimetic Path Integration Using a Self Organizing Population of Grid CellsAnkur Sinha, Jack Jianguo Wang. 675-682 [doi]
- Learning Spatial Transformations Using Structured Gain-Field NetworksJan Kneissler, Martin V. Butz. 683-690 [doi]
- Flexible Cue Integration by Line Attraction Dynamics and Divisive NormalizationMohsen Firouzi, Stefan Glasauer, Jörg Conradt. 691-698 [doi]
- Learning to Look: A Dynamic Neural Fields Architecture for Gaze Shift GenerationChristian Bell, Tobias Storck, Yulia Sandamirskaya. 699-706 [doi]
- Skeleton Model for the Neurodynamics of Visual Action RepresentationsMartin A. Giese. 707-714 [doi]
- Latency-Based Probabilistic Information Processing in Recurrent Neural HierarchiesAlexander Gepperth, Mathieu Lefort. 715-722 [doi]
- Factors Influencing Polychronous Group Sustainability as a Model of Working MemoryPanagiotis Ioannou, Matthew Casey, André Grüning. 723-731 [doi]
- Pre- and Postsynaptic Properties Regulate Synaptic Competition through Spike-Timing-Dependent PlasticityHana Ito, Katsunori Kitano. 733-740 [doi]
- Location-Dependent Dendritic Computation in a Modeled Striatal Projection NeuronYouwei Zheng, Lars Schwabe, Joshua L. Plotkin. 741-748 [doi]
- Classifying Spike Patterns by Reward-Modulated STDPBrian Gardner, Ioana Sporea, André Grüning. 749-756 [doi]
- Quantifying the Effect of Meaning Variation in Survey AnalysisHenri Sintonen, Juha Raitio, Timo Honkela. 757-764 [doi]
- Discovery of Spatio-Temporal Patterns from Foursquare by Diffusion-type Estimation and ICAYoshitatsu Matsuda, Kazunori Yamaguchi, Ken-ichiro Nishioka. 765-772 [doi]
- Content-Boosted Restricted Boltzmann Machine for RecommendationYongqi Liu, Qiuli Tong, Zhao Du, Lantao Hu. 773-780 [doi]
- Financial Self-Organizing MapsMarina Resta. 781-788 [doi]
- RatSLAM on Humanoids - A Bio-Inspired SLAM Model Adapted to a Humanoid RobotStefan Müller, Cornelius Weber, Stefan Wermter. 789-796 [doi]
- Precise Wind Power Prediction with SVM Ensemble RegressionJustin Heinermann, Oliver Kramer. 797-804 [doi]
- Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of Partial Concentrations of Salts in Multi-сomponent Water SolutionsSergey Dolenko, Sergey Burikov, Tatiana A. Dolenko, Alexander Efitorov, Kirill Gushchin, Igor Persiantsev. 805-812 [doi]
- Lateral Inhibition Pyramidal Neural Network for Detection of Optical Defocus (Zernike Z 5)Bruno J. T. Fernandes, Diego Rativa. 813-820 [doi]
- Development of a Dynamically Extendable SpiNNaker Chip Computing ModuleRui Araújo, Nicolai Waniek, Jörg Conradt. 821-828 [doi]
- The Importance of Physiological Noise Regression in High Temporal Resolution fMRINorman Scheel, Catie Chang, Amir Madany Mamlouk. 829-836 [doi]
- Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for ClassificationAmmara Masood, Adel Ali Al-Jumaily, Tariq Adnan. 837-844 [doi]