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17. ICANN 2007: Porto, Portugal

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  • Computational Neuroscience, Neurocognitive Studies
  • Pattern Recognition
  • Self-organization
  • Signal and Times Series Processing
  • Robotics, Control
  • Independent Component Analysis
  • Emotion and Attention: Empirical Findings Neural Models (Special Session)

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    Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic:
    Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4669, Springer 2007, ISBN 978-3-540-74693-5

Computational Neuroscience, Neurocognitive Studies

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    Philipp Wolfrum, Christoph von der Malsburg:
    A Marker-Based Model for the Ontogenesis of Routing Circuits. 1-8
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    Cristiano Cuppini, Elisa Magosso, Andrea Serino, Giuseppe Di Pellegrino, Mauro Ursino:
    A Neural Network for the Analysis of Multisensory Integration in the Superior Colliculus. 9-18
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    Douglas S. Greer:
    Neurotransmitter Fields. 19-28
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    Julien Erny, Josette Pastor, Henri Prade:
    SimBa: A Fuzzy Similarity-Based Modelling Framework for Large-Scale Cerebral Networks. 29-38
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    Abraham K. Ishihara, Johan van Doornik, Terence D. Sanger:
    A Direct Measurement of Internal Model Learning Rates in a Visuomotor Tracking Task. 39-48
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    Toshikazu Samura, Motonobu Hattori, Shun Ishizaki:
    Spatial and Temporal Selectivity of Hippocampal CA3 and Its Contribution to Sequence Disambiguation. 49-58
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    Valery Tereshko:
    Lateral and Elastic Interactions: Deriving One Form from Another. 59-68

Applications in Biomedicine and Bioinformatics

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    Ahmet Yardimci:
    A Survey on Use of Soft Computing Methods in Medicine. 69-79
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    Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Gerd Schmitz:
    Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. 80-89
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    Alexandra Scherbart, Wiebke Timm, Sebastian Böcker, Tim W. Nattkemper:
    Neural Network Approach for Mass Spectrometry Prediction by Peptide Prototyping. 90-99
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    Mark Robinson, Cristina González Castellano, Rod Adams, Neil Davey, Yi Sun:
    Identifying Binding Sites in Sequential Genomic Data. 100-109
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    Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas:
    On the Combination of Dissimilarities for Gene Expression Data Analysis. 110-119
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    Paris A. Mastorocostas, Dimitris N. Varsamis, Constantinos A. Mastorocostas, Constantinos S. Hilas:
    A Locally Recurrent Globally Feed-Forward Fuzzy Neural Network for Processing Lung Sounds. 120-128
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    Armin Duff, Reto Wyss, Paul F. M. J. Verschure:
    Learning Temporally Stable Representations from Natural Sounds: Temporal Stability as a General Objective Underlying Sensory Processing. 129-138
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    Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel:
    Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. 139-148
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    Liang Wu, Predrag Neskovic:
    Classifying EEG Data into Different Memory Loads Across Subjects. 149-158
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    Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle:
    Information Theoretic Derivations for Causality Detection: Application to Human Gait. 159-168

Pattern Recognition

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    Julian Eggert, Chen Zhang, Edgar Körner:
    Template Matching for Large Transformations. 169-179
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    Ryota Hosokawa, Shigeo Abe:
    Fuzzy Classifiers Based on Kernel Discriminant Analysis. 180-189
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    Erik Schaffernicht, Volker Stephan, Horst-Michael Groß:
    An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees. 190-199
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    Zhirong Yang, Jorma Laaksonen:
    Face Recognition Using Parzenfaces. 200-209
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    Stephan Hasler, Heiko Wersing, Edgar Körner:
    A Comparison of Features in Parts-Based Object Recognition Hierarchies. 210-219
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    Santiago Fernández, Alex Graves, Jürgen Schmidhuber:
    An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. 220-229
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    H. Swethalakshmi, C. Chandra Sekhar, V. Srinivasa Chakravarthy:
    Spatiostructural Features for Recognition of Online Handwritten Characters in Devanagari and Tamil Scripts. 230-239
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    Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez:
    An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. 240-249
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    Daqi Gao, Jianli Sun, Xiaoyan Li:
    Parallel-Series Perceptrons for the Simultaneous Determination of Odor Classes and Concentrations. 250-260
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    George Caridakis, Christos Pateritsas, Athanasios I. Drosopoulos, Andreas Stafylopatis, Stefanos D. Kollias:
    Probabilistic Video-Based Gesture Recognition Using Self-organizing Feature Maps. 261-270
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    Edmondo Trentin, Ernesto Di Iorio:
    Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition. 271-280
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    Stefan Ringbauer, Pierre Bayerl, Heiko Neumann:
    Neural Mechanisms for Mid-Level Optical Flow Pattern Detection. 281-290

Data Clustering

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    Konstantinos Blekas, Isaac E. Lagaris:
    Split-Merge Incremental LEarning (SMILE) of Mixture Models. 291-300
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    I-Chun Lin, Cheng-Yuan Liou:
    Least-Mean-Square Training of Cluster-Weighted Modeling. 301-310
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    Kazunori Iwata, Akira Hayashi:
    Identifying the Underlying Hierarchical Structure of Clusters in Cluster Analysis. 311-320
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    Alissar Nasser, Pierre-Alexandre Hébert, Denis Hamad:
    Clustering Evaluation in Feature Space. 321-330
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    Jochen Kerdels, Gabriele Peters:
    A Topology-Independent Similarity Measure for High-Dimensional Feature Spaces. 331-340

Self-organization

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    Iván Machón González, Hilario López García:
    Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation. 341-348
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    Francisco J. Veredas, Luis A. Martínez, Héctor Mesa:
    Self-organizing Maps of Spiking Neurons with Reduced Precision of Correlated Firing. 349-358
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    Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber:
    Visualising Class Distribution on Self-organising Maps. 359-368
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    Antonio Neme, Víctor Mireles:
    Self-organizing Maps with Refractory Period. 369-378
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    Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe:
    Improving the Correlation Hunting in a Large Quantity of SOM Component Planes. 379-388
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    Jörg Lücke:
    A Dynamical Model for Receptive Field Self-organization in V1 Cortical Columns. 389-398

Text Mining and Internet Applications

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    Jason J. Jung, GeunSik Jo, Seong Won Yeo:
    Meta-evolution Strategy to Focused Crawling on Semantic Web. 399-407
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    Mark J. Embrechts, Jonathan D. Linton, Walter F. L. Bogaerts, Bram Heyns, Paul F. Evangelista:
    Automated Text Categorization Based on Readability Fingerprints. 408-416
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    Armando Marin, Juan Manuel Adán Coello, João Luís Garcia Rosa, Carlos Miguel Tobar, Ricardo Luís de Freitas:
    Personalized Web Page Filtering Using a Hopfield Neural Network. 417-424
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    Garen Arevian, Christo Panchev:
    Robust Text Classification Using a Hysteresis-Driven Extended SRN. 425-434
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    Ángela Blanco, Manuel Martín-Merino:
    Semi-supervised Metrics for Textual Data Visualization. 435-444
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    Paulo Cortez, Miguel Rio, Pedro Nuno Miranda de Sousa, Miguel Rocha:
    Topology Aware Internet Traffic Forecasting Using Neural Networks. 445-454

Signal and Times Series Processing

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    Milde M. S. Lira, Ronaldo Ribeiro Barbosa de Aquino, Aida Araujo Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Gabriela S. M. Santos, Carlos Alberto B. de O. Lira:
    Boosting Algorithm to Improve a Voltage Waveform Classifier Based on Artificial Neural Network. 455-464
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    Shogo Okada, Osamu Hasegawa:
    Classification of Temporal Data Based on Self-organizing Incremental Neural Network. 465-475
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    Konstantinos Nikolopoulos, Nikolaos Bougioukos, Konstantinos Giannelos, Vassilis Assimakopoulos:
    Estimating the Impact of Shocks with Artificial Neural Networks. 476-485
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    Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang:
    Greedy KPCA in Biomedical Signal Processing. 486-495
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    Daniel Nehme Müller, Mozart Lemos de Siqueira, Philippe Olivier Alexandre Navaux:
    The Use of Artificial Neural Networks in the Speech Understanding Model - SUM. 496-505
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    Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio:
    On Incorporating Seasonal Information on Recursive Time Series Predictors. 506-515
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    Achilleas Zapranis, Evi Samolada:
    Can Neural Networks Learn the "Head and Shoulders" Technical Analysis Price Pattern? Towards a Methodology for Testing the Efficient Market Hypothesis. 516-526
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    Shigeo Abe, Kenta Onishi:
    Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space. 527-536

Vision and Image Processing

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    Kwang-Kyu Seo:
    Content-Based Image Retrieval by Combining Genetic Algorithm and Support Vector Machine. 537-545
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    Rongfang Bie, Xin Jin, Chuan Xu, Chuanliang Chen, Anbang Xu, Xian Shen:
    Global and Local Preserving Feature Extraction for Image Categorization. 546-553
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    Rahib Hidayat Abiyev, Koray Altunkaya:
    Iris Recognition for Biometric Personal Identification Using Neural Networks. 554-563
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    Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino:
    No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks. 564-572
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    Claudio Castellanos Sánchez:
    A Bio-inspired Connectionist Approach for Motion Description Through Sequences of Images. 573-582
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    Alexander Rainer Tassilo Gepperth, Britta Mersch, Jannik Fritsch, Christian Goerick:
    Color Object Recognition in Real-World Scenes. 583-592
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    Frank-Florian Steege, Christian Martin, Horst-Michael Groß:
    Estimation of Pointing Poses on Monocular Images with Neural Techniques - An Experimental Comparison. 593-602
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    Zhifeng Hao, Wen Wen, Zhou Liu, Xiaowei Yang:
    Real-Time Foreground-Background Segmentation Using Adaptive Support Vector Machine Algorithm. 603-610
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    Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii:
    Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields. 611-620

Robotics, Control

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    Samaneh Sarraf, Ali Fallah, T. Seyedena:
    A Neurofuzzy Controller for a Single Link Flexible Manipulator. 621-629
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    Maciej Lawrynczuk:
    Suboptimal Nonlinear Predictive Control with Structured Neural Models. 630-639
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    Jeff Bueckert, Simon X. Yang:
    Neural Dynamics Based Exploration Algorithm for a Mobile Robot. 640-649
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    Maciej Lawrynczuk:
    Neural Models in Computationally Efficient Predictive Control Cooperating with Economic Optimisation. 650-659
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    Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin:
    Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing. 660-669
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    Alpaslan Duysak, Abdurrahman Unsal, Jeffrey L. Schiano:
    Model Reference Control Using CMAC Neural Networks. 670-679

Real World Applications

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    Márcio Leandro Gonçalves, Márcio Luiz De Andrade Netto, José Alfredo F. Costa:
    A Three-Stage Approach Based on the Self-organizing Map for Satellite Image Classification. 680-689
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    Raul Vicen-Bueno, Maria P. Jarabo-Amores, Manuel Rosa-Zurera, Roberto Gil-Pita, David de la Mata-Moya:
    Performance Analysis of MLP-Based Radar Detectors in Weibull-Distributed Clutter with Respect to Target Doppler Frequency. 690-698
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    Pedro Claro, Nuno Borges Carvalho:
    Local Positioning System Based on Artificial Neural Networks. 699-708
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    Siddik C. Basaran, Inayet B. Toprak, Ahmet Yardimci:
    An Adaptive Neuro-Fuzzy Inference System for Calculation Resonant Frequency and Input Resistance of Microstrip Dipole Antenna. 709-717
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    José Miguel Hernández-Lobato, Daniel Hernández-Lobato, Alberto Suárez:
    GARCH Processes with Non-parametric Innovations for Market Risk Estimation. 718-727
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    José Nuno Fidalgo, Manuel A. Matos:
    Forecasting Portugal Global Load with Artificial Neural Networks. 728-737
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    Ronaldo Ribeiro Barbosa de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Aida Araujo Ferreira, Katyusco F. Santos:
    Using Genetic Algorithm to Develop a Neural-Network-Based Load Forecasting. 738-747
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    Kaname Iwasa, Hideaki Inoue, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata:
    Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model. 748-757
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    Simei Gomes Wysoski, Lubica Benuskova, Nikola K. Kasabov:
    Text-Independent Speaker Authentication with Spiking Neural Networks. 758-767
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    Eric L. Sauser, Aude Billard:
    Interferences in the Transformation of Reference Frames During a Posture Imitation Task. 768-778
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    Ronaldo Ribeiro Barbosa de Aquino, Geane B. Silva, Milde M. S. Lira, Aida Araujo Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Josinaldo B. de Oliveira:
    Combined Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System for Improving a Short-Term Electric Load Forecasting. 779-788
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    Slawomir Golak:
    A MLP Solver for First and Second Order Partial Differential Equations. 789-797

Independent Component Analysis

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    Urs Köster, Aapo Hyvärinen:
    A Two-Layer ICA-Like Model Estimated by Score Matching. 798-807
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    Daniil Ryabko:
    Testing Component Independence Using Data Compressors. 808-815

Graphs

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    Domingo López-Rodríguez, Enrique Mérida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Gloria Galán Marín:
    K -Pages Graph Drawing with Multivalued Neural Networks. 816-825
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    Alessio Micheli, Alessandro Sperduti:
    Recursive Principal Component Analysis of Graphs. 826-835
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    Miika Rajala, Risto Ritala:
    A Method to Estimate the Graph Structure for a Large MRF Model. 836-849

Emotion and Attention: Empirical Findings Neural Models (Special Session)

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    Nienke J. H. Korsten, Nickolaos F. Fragopanagos, John G. Taylor:
    Neural Substructures for Appraisal in Emotion: Self-esteem and Depression. 850-858
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    Etienne B. Roesch, David Sander, Klaus R. Scherer:
    The Link Between Temporal Attention and Emotion: A Playground for Psychology, Neuroscience, and Plausible Artificial Neural Networks. 859-868
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    Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani:
    Inferring Cognition from fMRI Brain Images. 869-878
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    John G. Taylor, Nickolaos F. Fragopanagos:
    Modelling the N2pc and Its Interaction with Value. 879-888
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    Karla Parussel, Lola Cañamero:
    Biasing Neural Networks Towards Exploration or Exploitation Using Neuromodulation. 889-898

Understanding and Creating Cognitive Systems (Special Session)

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    Matthew Hartley, John G. Taylor:
    A Simple Model of Cortical Activations During Both Observation and Execution of Reach-to-Grasp Movements. 899-911
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    Toshihiko Matsuka, Yasuaki Sakamoto:
    A Cognitive Model That Describes the Influence of Prior Knowledge on Concept Learning. 912-921
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    Stathis Kasderidis:
    Developing Concept Representations. 922-933
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    Jorge Simão:
    Self-perturbation and Homeostasis in Embodied Recurrent Neural Networks: A Meta-model and Some Explorations with Mechanisms for Sensorimotor Coordination. 934-942
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    Christo Panchev:
    An Oscillatory Model for Multimodal Processing of Short Language Instructions. 943-952
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    Wlodzislaw Duch, Pawel Matykiewicz, John Pestian:
    Towards Understanding of Natural Language: Neurocognitive Inspirations. 953-962
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    Asuka Terai, Masanori Nakagawa:
    A Computational Model of Metaphor Understanding Consisting of Two Processes. 963-972
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    Neill R. Taylor, John G. Taylor:
    A Novel Novelty Detector. 973-983

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