Table of Contents

• Improved Chaotic Multidirectional Associative MemoryHiroki Sato, Yuko Osana. 3-10 [doi]
• Effect of Pre- and Postsynaptic Firing Patterns on Synaptic CompetitionNobuhiro Hinakawa, Katsunori Kitano. 11-18 [doi]
• Asymmetries in Synaptic Connections and the Nonlinear Fokker-Planck FormalismRoseli S. Wedemann, Angel Ricardo Plastino. 19-27 [doi]
• Synaptogenesis: Constraining Synaptic Plasticity Based on a Distance RuleJordi-Ysard Puigbo, Joeri B. G. van Wijngaarden, Sock Ching Low, Paul F. M. J. Verschure. 28-35 [doi]
• A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNakerAntonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco. 36-44 [doi]
• Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNakerJuan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Gutierrez-Galan, Manuel Jesus Domínguez-Morales, Gabriel Jiménez-Moreno. 45-53 [doi]
• Input-Modulation as an Alternative to Conventional Learning StrategiesEsin Yavuz, Thomas Nowotny. 54-62 [doi]
• A Potential Mechanism for Spontaneous Oscillatory Activity in the Degenerative Mouse RetinaKanako Taniguchi, Chieko Koike, Katsunori Kitano. 63-71 [doi]
• Striatal Processing of Cortical Neuronal Avalanches - A Computational InvestigationJovana J. Belic, Jeanette Hellgren Kotaleski. 72-79 [doi]
• Mapping the Language Connectome in Healthy Subjects and Brain Tumor PatientsGregory Zegarek, Xerxes D. Arsiwalla, David Dalmazzo, Paul F. M. J. Verschure. 83-90 [doi]
• Method for Estimating Neural Network Topology Based on SPIKE-DistanceKaori Kuroda, Mikio Hasegawa. 91-98 [doi]
• Dynamics of Evolving Feed-Forward Neural Networks and Their Topological InvariantsPaolo Masulli, Alessandro E. P. Villa. 99-106 [doi]
• Scaling Properties of Human Brain Functional NetworksRiccardo Zucca, Xerxes D. Arsiwalla, Hoang Le, Mikail Rubinov, Paul F. M. J. Verschure. 107-114 [doi]
• Attractor Dynamics Driven by Interactivity in Boolean Recurrent Neural NetworksJérémie Cabessa, Alessandro E. P. Villa. 115-122 [doi]
• Training Bidirectional Recurrent Neural Network Architectures with the Scaled Conjugate Gradient AlgorithmMichalis Agathocleous, Chris Christodoulou, Vasilis J. Promponas, Petros Kountouris, Vassilis Vassiliades. 123-131 [doi]
• Learning Multiple Timescales in Recurrent Neural NetworksTayfun Alpay, Stefan Heinrich, Stefan Wermter. 132-139 [doi]
• Investigating Recurrent Neural Networks for Feature-Less Computational Drug DesignAlexander Dörr, Sebastian Otte, Andreas Zell. 140-148 [doi]
• Inverse Recurrent Models - An Application Scenario for Many-Joint Robot Arm ControlSebastian Otte, Adrian Zwiener, Richard Hanten, Andreas Zell. 149-157 [doi]
• Population Coding of Goal Directed MovementsAndreas G. Fleischer. 158-165 [doi]
• Body Model Transition by Tool Grasping During Motor Babbling Using Deep Learning and RNNKuniyuki Takahashi, Hadi Tjandra, Tetsuya Ogata, Shigeki Sugano. 166-174 [doi]
• Centering Versus Scaling for Hubness ReductionRoman Feldbauer, Arthur Flexer. 175-183 [doi]
• High Integrated Information in Complex Networks Near CriticalityXerxes D. Arsiwalla, Paul F. M. J. Verschure. 184-191 [doi]
• Comparison of Graph Node Distances on Clustering TasksFelix Sommer, François Fouss, Marco Saerens. 192-201 [doi]
• Influence of Saliency and Social Impairments on the Development of Intention RecognitionLaura Cohen, Aude Billard. 205-213 [doi]
• A System-Level Model of Noradrenergic FunctionMaxime Carrere, Frédéric Alexandre. 214-221 [doi]
• Phenomenological Model for the Adapatation of Shape-Selective Neurons in Area ITMartin A. Giese, Pradeep Kuravi, Rufin Vogels. 222-229 [doi]
• Deliberation-Aware Responder in Multi-proposer Ultimatum GameMarko Ruman, Frantisek Hula, Miroslav Kárný, Tatiana V. Guy. 230-237 [doi]
• From Cognitive to Habit Behavior During Navigation, Through Cortical-Basal Ganglia LoopsJean-Paul Banquet, Souheil Hanoune, Philippe Gaussier, Mathias Quoy. 238-247 [doi]
• Fast and Slow Learning in a Neuro-Computational Model of Category AcquisitionFrancesc Villagrasa, Javier Baladron, Fred H. Hamker. 248-255 [doi]
• Realizing Medium Spiny Neurons with a Simple Neuron ModelSami Utku Çelikok, Neslihan Serap Sengör. 256-263 [doi]
• Multi-item Working Memory Capacity: What Is the Role of the Stimulation Protocol?Marta Balagué, Laura Dempere-Marco. 264-271 [doi]
• Plasticity in the Granular Layer Enhances Motor Learning in a Computational Model of the CerebellumGiovanni Maffei, Ivan Herreros, Martí Sánchez-Fibla, Paul F. M. J. Verschure. 272-279 [doi]
• How Is Scene Recognition in a Convolutional Network Related to that in the Human Visual System?Sugandha Sharma, Bryan P. Tripp. 280-287 [doi]
• Hybrid Trajectory Decoding from ECoG Signals for Asynchronous BCIsMarie-Caroline Schaeffer, Tetiana Aksenova. 288-296 [doi]
• Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers PerformanceJefferson Tales Oliva, João Luís Garcia Rosa. 297-305 [doi]
• EEG-driven RNN Classification for Prognosis of Neurodegeneration in At-Risk PatientsGiulio Ruffini, David Ibañez, Marta Castellano, Stephen Dunne, Aureli Soria-Frisch. 306-313 [doi]
• Competition Between Cortical Ensembles Explains Pitch-Related Dynamics of Auditory Evoked FieldsAlejandro Tabas, André Rupp, Emili Balaguer-Ballester. 314-321 [doi]
• Dynamics of Reward Based Decision Making: A Computational StudyBhargav Teja Nallapu, Nicolas P. Rougier. 322-329 [doi]
• Adaptive Proposer for Ultimatum GameFrantisek Hula, Marko Ruman, Miroslav Kárný. 330-338 [doi]
• Dynamical Linking of Positive and Negative Sentences to Goal-Oriented Robot Behavior by Hierarchical RNNTatsuro Yamada, Shingo Murata, Hiroaki Arie, Tetsuya Ogata. 339-346 [doi]
• Real-Time FPGA Simulation of Surrogate Models of Large Spiking NetworksMurphy Berzish, Chris Eliasmith, Bryan Tripp. 349-356 [doi]
• Randomly Spiking Dynamic Neural Fields Driven by a Shared Random FlowBenoît Chappet de Vangel, Bernard Girau. 357-364 [doi]
• Synfire Chain Emulation by Means of Flexible SNN Modeling on a SIMD Multicore ArchitectureMireya Zapata, Jordi Madrenas. 365-373 [doi]
• Towards Adjustable Signal Generation with Photonic Reservoir ComputersPiotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar. 374-381 [doi]
• Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network HardwareJunxiu Liu, Jim Harkin, Liam McDaid, George Martin. 382-390 [doi]
• Restricted Boltzmann Machines Without Random Number Generators for Efficient Digital Hardware ImplementationSansei Hori, Takashi Morie, Hakaru Tamukoh. 391-398 [doi]
• Compact Associative Memory for AER Spike Decoding in FPGA-Based Evolvable SNN EmulationMireya Zapata, Jordi Madrenas. 399-407 [doi]
• Combining Spatial and Parametric Working Memory in a Dynamic Neural Field ModelWeronika Wojtak, Stephen Coombes, Estela Bicho, Wolfram Erlhagen. 411-418 [doi]
• C4.5 or Naive Bayes: A Discriminative Model Selection ApproachLungan Zhang, Liangxiao Jiang, Chaoqun Li. 419-426 [doi]
• Adaptive Natural Gradient Learning Algorithms for Unnormalized Statistical ModelsRyo Karakida, Masato Okada, Shun-ichi Amari. 427-434 [doi]
• Octonion-Valued Neural NetworksCalin-Adrian Popa. 435-443 [doi]
• Reducing Redundancy with Unit Merging for Self-constructive Normalized Gaussian NetworksJana Backhus, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo, Masanori Sugimoto. 444-452 [doi]
• Learning to EnumeratePatrick Jörger, Yukino Baba, Hisashi Kashima. 453-460 [doi]
• Pattern Based on Temporal InferenceZeineb Neji, Mariem Ellouze, Lamia Hadrich Belguith. 461-467 [doi]
• Neural Networks Simulation of Distributed Control Problems with State and Control ConstraintsTibor Kmet, Maria Kmetova. 468-477 [doi]
• The Existence and the Stability of Weighted Pseudo Almost Periodic Solution of High-Order Hopfield Neural NetworkChaouki Aouiti, Mohammed Salah M'hamdi, Farouk Chérif. 478-485 [doi]
• Sparse Extreme Learning Machine Classifier Using Empirical Feature MappingTakuya Kitamura. 486-493 [doi]
• Three Approaches to Train Echo State Network Actors of Adaptive Critic DesignPetia D. Koprinkova-Hristova. 494-501 [doi]
• Increase of the Resistance to Noise in Data for Neural Network Solution of the Inverse Problem of Magnetotellurics with Group Determination of ParametersIgor Isaev, Eugeny Obornev, Ivan Obornev, Mikhail Shimelevich, Sergey Dolenko. 502-509 [doi]
• Convergence of Multi-pass Large Margin Nearest Neighbor Metric LearningChristina Göpfert, Benjamin Paassen, Barbara Hammer. 510-517 [doi]