Table of Contents

• Semi-supervised Phoneme Recognition with Recurrent Ladder NetworksMarian Tietz, Tayfun Alpay, Johannes Twiefel, Stefan Wermter. 3-10 [doi]
• Mixing Actual and Predicted Sensory States Based on Uncertainty Estimation for Flexible and Robust Robot BehaviorShingo Murata, Wataru Masuda, Saki Tomioka, Tetsuya Ogata, Shigeki Sugano. 11-18 [doi]
• Neurodynamical Model for the Coupling of Action Perception and ExecutionMohammad Hovaidi-Ardestani, Vittorio Caggiano, Martin Giese. 19-26 [doi]
• Neural End-to-End Self-learning of Visuomotor Skills by Environment InteractionMatthias Kerzel, Stefan Wermter. 27-34 [doi]
• Learning of Labeling Room Space for Mobile Robots Based on Visual Motor ExperienceTatsuro Yamada, Saki Ito, Hiroaki Arie, Tetsuya Ogata. 35-42 [doi]
• Towards Grasping with Spiking Neural Networks for Anthropomorphic Robot HandsJuan Camilo Vasquez Tieck, Heiko Donat, Jacques Kaiser, Igor Peric, Stefan Ulbrich, Arne Rönnau, Johann Marius Zöllner, Rüdiger Dillmann. 43-51 [doi]
• Obstacle Avoidance by Profit Sharing Using Self-Organizing Map-Based Probabilistic Associative MemoryDaisuke Temma, Yuko Osana. 52-59 [doi]
• An Ultra-Compact Low-Powered Closed-Loop Device for Control of the Neuromuscular SystemDavide Polese, Luca Pazzini, Ignacio Delgado-Martínez, Luca Maiolo, Xavier Navarro, Guglielmo Fortunato. 60-67 [doi]
• Comparing Action Sets: Mutual Information as a Measure of ControlSascha Fleer, Helge Ritter. 68-75 [doi]
• Sensorimotor Prediction with Neural Networks on Continuous SpacesMichaël Garcia Ortiz. 76-83 [doi]
• Classifying Bio-Inspired Model of Point-Light Human Motion Using Echo State NetworksPattreeya Tanisaro, Constantin Lehman, Leon René Sütfeld, Gordon Pipa, Gunther Heidemann. 84-91 [doi]
• A Prediction and Learning Based Approach to Network Selection in Dynamic EnvironmentsXiaohong Li, Ru Cao, Jianye Hao, Zhiyong Feng. 92-100 [doi]
• Learning a Peripersonal Space Representation as a Visuo-Tactile Prediction TaskZdenek Straka, Matej Hoffmann. 101-109 [doi]
• Learning Distance-Behavioural Preferences Using a Single Sensor in a Spiking Neural NetworkMatt Ross, Nareg Berberian, André Cyr, Frédéric Thériault, Sylvain Chartier. 110-118 [doi]
• Towards an Accurate Identification of Pyloric Neuron Activity with VSDiFilipa Dos Santos, Peter Andras, K. P. Lam. 121-128 [doi]
• Interactions in the Striatal Network with Different Oscillation FrequenciesJovana J. Belic, Arvind Kumar, Jeanette Hellgren Kotaleski. 129-136 [doi]
• Robot Localization and Orientation Detection Based on Place Cells and Head-Direction CellsXiaomao Zhou, Cornelius Weber, Stefan Wermter. 137-145 [doi]
• Algorithms for Obtaining Parsimonious Higher Order NeuronsCan Eren Sezener, Erhan Öztop. 146-154 [doi]
• Robust and Adaptable Motor Command Representation with Sparse CodingNobuhiro Hinakawa, Katsunori Kitano. 155-162 [doi]
• Translation-Invariant Neural Responses as Variational Messages in a Bayesian Network ModelTakashi Sano, Yuuji Ichisugi. 163-170 [doi]
• Implementation of Learning Mechanisms on a Cat-Scale Cerebellar Model and Its SimulationWataru Furusho, Tadashi Yamazaki. 171-178 [doi]
• Neuromorphic Approach Sensitivity Cell Modeling and FPGA ImplementationHongjie Liu, Antonio Rios-Navarro, Diederik Paul Moeys, Tobi Delbrück, Alejandro Linares-Barranco. 179-187 [doi]
• Event Related Potentials Reveal Fairness in Willingness-to-shareAlessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa. 191-198 [doi]
• Individual Identification by Resting-State EEG Using Common Dictionary LearningTakashi Nishimoto, Yoshiki Azuma, Hiroshi Morioka, Shin Ishii. 199-207 [doi]
• Performance Comparison of Machine Learning Algorithms for EEG-Signal-Based Emotion RecognitionPeng Chen, Jianhua Zhang. 208-216 [doi]
• A Neural Network Implementation of Frank-Wolfe OptimizationChristian Bauckhage. 219-226 [doi]
• Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural NetworksSebastian Otte, Theresa Schmitt, Karl J. Friston, Martin V. Butz. 227-235 [doi]
• Information Bottleneck in Control Tasks with Recurrent Spiking Neural NetworksMadhavun Candadai Vasu, Eduardo J. Izquierdo. 236-244 [doi]
• Neural Computation with Spiking Neural Networks Composed of Synfire RingsJérémie Cabessa, Ginette Horcholle-Bossavit, Brigitte Quenet. 245-253 [doi]
• Exploiting Recurrent Neural Networks in the Forecasting of Bees' Level of ActivityPedro A. B. Gomes, Eduardo C. de Carvalho, Helder M. Arruda, Paulo de Souza, Gustavo Pessin. 254-261 [doi]
• Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent ModelsSebastian Otte, Adrian Zwiener, Martin V. Butz. 262-270 [doi]
• Accelerating Training of Deep Neural Networks via Sparse Edge ProcessingSourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel. 273-280 [doi]
• Unsupervised Learning Using Phase-Change Synapses and Complementary PatternsSeverin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou. 281-288 [doi]
• The Variational Coupled Gaussian Process Dynamical ModelDmytro Velychko, Benjamin Knopp, Dominik Endres. 291-299 [doi]
• q-Maximum Entropy Distributions and Memory Neural NetworksRoseli S. Wedemann, Angel Ricardo Plastino. 300-308 [doi]
• Adaptively Learning Levels of Coordination from One's, Other's and Task Related Errors Through a Cerebellar Circuit: A Dual Cart-Pole SetupMartí Sánchez-Fibla, Giovanni Maffei, Paul F. M. J. Verschure. 309-316 [doi]
• Weighted Clique Analysis Reveals Hierarchical Neuronal Network DynamicsPaolo Masulli, Alessandro E. P. Villa. 317-325 [doi]
• Why the Brain Might Operate Near the Edge of CriticalityXerxes D. Arsiwalla, Paul F. M. J. Verschure. 326-333 [doi]
• Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning ProcedureJérémie Cabessa, Alessandro E. P. Villa. 334-342 [doi]
• Model Derived Spike Time Dependent PlasticityMelissa Johnson, Sylvain Chartier. 345-353 [doi]
• Online Representation Learning with Single and Multi-layer Hebbian Networks for Image ClassificationYanis Bahroun, Andrea Soltoggio. 354-363 [doi]
• Building Efficient Deep Hebbian Networks for Image Classification TasksYanis Bahroun, Eugénie Hunsicker, Andrea Soltoggio. 364-372 [doi]
• Automatic Recognition of Mild Cognitive Impairment from MRI Images Using Expedited Convolutional Neural NetworksShuqiang Wang, Yanyan Shen, Wei Chen, Tengfei Xiao, Jinxing Hu. 373-380 [doi]
• Interplay of STDP and Dendritic Plasticity in a Hippocampal CA1 Pyramidal Neuron ModelAusra Saudargiene, Rokas Jackevicius, Bruce P. Graham. 381-388 [doi]
• Enhancements on the Modified Stochastic Synaptic Model: The Functional HeterogeneityKarim Ellatihy, Martin Bogdan. 389-396 [doi]
• Multicompartment Simulations of NMDA Receptor Based Facilitation in an Insect Target Tracking NeuronBo Bekkouche, Patrick A. Shoemaker, Joseph Fabian, Elisa Rigosi, Steven D. Wiederman, David C. O'Carroll. 397-404 [doi]
• On the Estimation of Pollen Density on Non-target Lepidoptera Food Plant Leaves in Bt-Maize Exposure Models: Open Problems and Possible Neural Network-Based SolutionsFrancesco Camastra, Angelo Ciaramella, Antonino Staiano. 407-414 [doi]