Natural and artificial models in computation and biology : 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings. Part I / José Manuel Ferrández Vicente [and others] (eds.).

By: (5th : International Work-Conference on the Interplay Between Natural and Artificial Computation (5th : 2013 : Mallorca, Spain)
Contributor(s): Ferrández Vicente, José Manuel
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7930.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2013Description: 1 online resource (xxv, 436 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642386374; 3642386377; 3642386369; 9783642386367Other title: IWINAC 2013Subject(s): Natural computation -- Congresses | Artificial intelligence -- Biological applications -- Congresses | Artificial intelligence -- Biological applications | Natural computation | Artificial Intelligence | Biology | Computer science | Computer software | Artificial intelligence | Computation by Abstract Devices | Algorithm Analysis and Problem Complexity | Computational Biology/Bioinformatics | Pattern Recognition | Information Systems Applications (incl. Internet)Genre/Form: Electronic books. | Ebook. | Conference papers and proceedings. | Congress. Additional physical formats: Printed edition:: No titleDDC classification: 006.3 LOC classification: QA76.9.N37 | .I58 2013Online resources: Click here to access online
Contents:
A Neural Network Simulation of Spreading Depression / Daniel Castello Paiva, Diego Andina -- Robustness of Artificial Metaplasticity Learning to Erroneous Input Distribution Assumptions / Marta de Pablos Álvaro, Diego Andina -- Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination / Aaron Montero, Ramon Huerta -- Contrast Enhancement Mechanisms in the Retinothalamic Circuitry / Rubén Ferreiroa -- Neural Spike Activation in Hippocampal Cultures Using Hebbian Electrical Stimulation / V. Lorente, José Manuel Ferrández-Vicente -- Thalamo-Cortical Network and Seizure Dynamics: A Computational Study / F. Vallone, S. Chillemi, M. Barbi -- Modelling Prior and Retrospective Awareness of Actions / Dilhan J. Thilakarathne, Jan Treur -- Emotional Stress Detection in Contradictory versus Self-consistent Speech by Means of Voice Biometrical Signature / Victoria Rodellar-Biarge -- Vision Substitution Experiments with See ColOr / Guido Bologna, Juan Diego Gomez, Thierry Pun.
Robot Cognitive Stimulation for the Elderly / Adriana Tapus, Alexandra-Maria Vieru -- The Intelligent Room for Elderly Care / Oscar Martinez Mozos, Tokuo Tsuji -- A Method for Estimating Patient Specific Parameters for Simulation of Tissue Deformation by Finite Element Analysis / Ken'ichi Morooka, Shuji Sonoki, Ryo Kurazume -- REEM Service Robot: How May I Help You? / Luca Marchionni, Jordi Pages, Jordi Adell -- Training Study Approaches for a SVM-Based BCI: Adaptation to the Model vs Adaptation to the User / Enrique Hortal, Eduardo Iáñez, Andrés Úbeda -- Evaluation of a Telepresence Robot for the Elderly: A Spanish Experience / Javier Gonzalez-Jimenez, Cipriano Galindo -- Empirical Analysis of the Integration of a BCI and an EOG Interface to Control a Robot Arm / Eduardo Iáñez, Andrés Úbeda, Enrique Hortal -- Interplay between Natural and Artificial Intelligence in Training Autistic Children with Robots / Emilia Barakova, Tino Lourens.
Use of Multilayer Perceptron vs. Distance Measurement Methods for Classification of Exercises in Telerehabilitation / Oscar Marin-Alonso, Daniel Ruiz-Fernández -- Application of Artificial Metaplasticity Neural Networks to Cardiac Arrhythmias Classification / Y. Benchaib, Alexis Marcano-Cedeño -- SBRS: Bridging the Gap between Biomedical Research and Clinical Practice / Santiago Timón-Reina, Rafael Martínez-Tomás -- Perceptual Analysis of Speech Signals from People with Parkinson's Disease / J.R. Orozco-Arroyave, J.D. Arias-Londoño -- Characterization of Speech from Amyotrophic Lateral Sclerosis by Neuromorphic Processing / Pedro Gómez-Vilda, Ana Rita M. Londral -- Fast Approximate Inference in Hybrid Bayesian Networks Using Dynamic Discretisation / Helge Langseth, David Marquez, Martin Neil -- An Influence Diagram for the Collaboration in E-learning Environments / Antonio R. Anaya, Manuel Luque -- A Bayesian Model for Lexical Availability of Chilean High School Students in Mathematics / Pedro Salcedo L., Anita Ferreira C.
Heart Sound Segmentation in Noisy Environments / C. Castro Hoyos, S. Murillo-Rendón -- Kernel Spectral Clustering for Motion Tracking: A First Approach / D. Peluffo-Ordóñez, S. García-Vega -- Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines / S. Murillo-Rendón, D. Peluffo-Ordóñez -- New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease / E.A. Belalcazar-Bolaños -- Computer-Aided Detection of Microcalcifications in Digital Mammograms to Support Early Diagnosis of Breast Cancer / Nayid Triana -- Influence of Interactions between Virtual Channels in Cochlear Implants / Ernesto A. Martínez-Rams -- Dealing with Bullying through Genetic Algorithms / M. Angélica Pinninghoff, Pedro L. Salcedo -- Using Ant Colony Optimization for Edge Detection in Gray Scale Images / Ricardo Contreras, M. Angélica Pinninghoff -- Modeling the Effect of Fixational Eye Movements in Natural Scenes / Andrés Olmedo-Payá, Antonio Martínez-Álvarez.
A Novel Approach for Quantitative Analysis of 3D Phosphenes / C. Soto-Sanchez, Andrés Olmedo-Payá -- Inverse Allometry: Foundations for a Bioinspired LVH-Prediction Model / María Paula Bonomini, Fernando Ingallina -- Cochlear Implant: Transcutaneous Transmission Link with OFDM / Vicente Garcerán-Hernández -- Deficitary Nervous Excitability and Subjective Contraction of Time: Time-Dispersive Model / Isabel Gonzalo-Fonrodona, Miguel A. Porras -- Hybrid Tabu Search for Fuzzy Job Shop / Juan José Palacios, Jorge Puente -- Statistical Characteristics of Portal Images and Their Influence in Noise Reduction / Antonio González-López -- Self Organized Biogeography Algorithm for Clustering / Leila Hamdad, Anissa Achab -- Automatic Orientation of Functional Brain Images for Multiplataform Software / I. Alvarez Illán, Juan Manuel Górriz -- Solving Number Series with Simple Recurrent Networks / Stefan Glüge, Andreas Wendemuth -- Detection Method for Phase Synchronization in a Population of Spiking Neurons / Manuel Lopez, Francisco B. Rodríguez.
Cognitive robotics -- Natural computing -- Wetware computation -- Quality of life technologies -- Biomedical and industrial perception applications -- Web intelligence and neuroscience.
Summary: The two volume-set, LNCS 7930 and LNCS 7931, constitutes the refereed proceedings of the 5th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2013, held in Mallorca, Spain, in June 2013. The 92 revised full papers presented in LNCS 7930 and LNCS 7931 were carefully reviewed and selected from numerous submissions. The first part, LNCS 7930, entitled "Natural and Artificial Models in Computation and Biology", includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 7931, entitled "Natural and Artificial Computation in Engineering and Medical Applications", contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED "Artificial and Natural Computation for Health" (CANS) research network papers. In addition, this two volume-set reflects six interesting areas: cognitive robotics; natural computing; wetware computation; quality of life technologies; biomedical and industrial perception applications; and Web intelligence and neuroscience.
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A Neural Network Simulation of Spreading Depression / Daniel Castello Paiva, Diego Andina -- Robustness of Artificial Metaplasticity Learning to Erroneous Input Distribution Assumptions / Marta de Pablos Álvaro, Diego Andina -- Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination / Aaron Montero, Ramon Huerta -- Contrast Enhancement Mechanisms in the Retinothalamic Circuitry / Rubén Ferreiroa -- Neural Spike Activation in Hippocampal Cultures Using Hebbian Electrical Stimulation / V. Lorente, José Manuel Ferrández-Vicente -- Thalamo-Cortical Network and Seizure Dynamics: A Computational Study / F. Vallone, S. Chillemi, M. Barbi -- Modelling Prior and Retrospective Awareness of Actions / Dilhan J. Thilakarathne, Jan Treur -- Emotional Stress Detection in Contradictory versus Self-consistent Speech by Means of Voice Biometrical Signature / Victoria Rodellar-Biarge -- Vision Substitution Experiments with See ColOr / Guido Bologna, Juan Diego Gomez, Thierry Pun.

Robot Cognitive Stimulation for the Elderly / Adriana Tapus, Alexandra-Maria Vieru -- The Intelligent Room for Elderly Care / Oscar Martinez Mozos, Tokuo Tsuji -- A Method for Estimating Patient Specific Parameters for Simulation of Tissue Deformation by Finite Element Analysis / Ken'ichi Morooka, Shuji Sonoki, Ryo Kurazume -- REEM Service Robot: How May I Help You? / Luca Marchionni, Jordi Pages, Jordi Adell -- Training Study Approaches for a SVM-Based BCI: Adaptation to the Model vs Adaptation to the User / Enrique Hortal, Eduardo Iáñez, Andrés Úbeda -- Evaluation of a Telepresence Robot for the Elderly: A Spanish Experience / Javier Gonzalez-Jimenez, Cipriano Galindo -- Empirical Analysis of the Integration of a BCI and an EOG Interface to Control a Robot Arm / Eduardo Iáñez, Andrés Úbeda, Enrique Hortal -- Interplay between Natural and Artificial Intelligence in Training Autistic Children with Robots / Emilia Barakova, Tino Lourens.

Use of Multilayer Perceptron vs. Distance Measurement Methods for Classification of Exercises in Telerehabilitation / Oscar Marin-Alonso, Daniel Ruiz-Fernández -- Application of Artificial Metaplasticity Neural Networks to Cardiac Arrhythmias Classification / Y. Benchaib, Alexis Marcano-Cedeño -- SBRS: Bridging the Gap between Biomedical Research and Clinical Practice / Santiago Timón-Reina, Rafael Martínez-Tomás -- Perceptual Analysis of Speech Signals from People with Parkinson's Disease / J.R. Orozco-Arroyave, J.D. Arias-Londoño -- Characterization of Speech from Amyotrophic Lateral Sclerosis by Neuromorphic Processing / Pedro Gómez-Vilda, Ana Rita M. Londral -- Fast Approximate Inference in Hybrid Bayesian Networks Using Dynamic Discretisation / Helge Langseth, David Marquez, Martin Neil -- An Influence Diagram for the Collaboration in E-learning Environments / Antonio R. Anaya, Manuel Luque -- A Bayesian Model for Lexical Availability of Chilean High School Students in Mathematics / Pedro Salcedo L., Anita Ferreira C.

Heart Sound Segmentation in Noisy Environments / C. Castro Hoyos, S. Murillo-Rendón -- Kernel Spectral Clustering for Motion Tracking: A First Approach / D. Peluffo-Ordóñez, S. García-Vega -- Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines / S. Murillo-Rendón, D. Peluffo-Ordóñez -- New Cues in Low-Frequency of Speech for Automatic Detection of Parkinson's Disease / E.A. Belalcazar-Bolaños -- Computer-Aided Detection of Microcalcifications in Digital Mammograms to Support Early Diagnosis of Breast Cancer / Nayid Triana -- Influence of Interactions between Virtual Channels in Cochlear Implants / Ernesto A. Martínez-Rams -- Dealing with Bullying through Genetic Algorithms / M. Angélica Pinninghoff, Pedro L. Salcedo -- Using Ant Colony Optimization for Edge Detection in Gray Scale Images / Ricardo Contreras, M. Angélica Pinninghoff -- Modeling the Effect of Fixational Eye Movements in Natural Scenes / Andrés Olmedo-Payá, Antonio Martínez-Álvarez.

A Novel Approach for Quantitative Analysis of 3D Phosphenes / C. Soto-Sanchez, Andrés Olmedo-Payá -- Inverse Allometry: Foundations for a Bioinspired LVH-Prediction Model / María Paula Bonomini, Fernando Ingallina -- Cochlear Implant: Transcutaneous Transmission Link with OFDM / Vicente Garcerán-Hernández -- Deficitary Nervous Excitability and Subjective Contraction of Time: Time-Dispersive Model / Isabel Gonzalo-Fonrodona, Miguel A. Porras -- Hybrid Tabu Search for Fuzzy Job Shop / Juan José Palacios, Jorge Puente -- Statistical Characteristics of Portal Images and Their Influence in Noise Reduction / Antonio González-López -- Self Organized Biogeography Algorithm for Clustering / Leila Hamdad, Anissa Achab -- Automatic Orientation of Functional Brain Images for Multiplataform Software / I. Alvarez Illán, Juan Manuel Górriz -- Solving Number Series with Simple Recurrent Networks / Stefan Glüge, Andreas Wendemuth -- Detection Method for Phase Synchronization in a Population of Spiking Neurons / Manuel Lopez, Francisco B. Rodríguez.

International conference proceedings.

Includes author index.

Cognitive robotics -- Natural computing -- Wetware computation -- Quality of life technologies -- Biomedical and industrial perception applications -- Web intelligence and neuroscience.

The two volume-set, LNCS 7930 and LNCS 7931, constitutes the refereed proceedings of the 5th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2013, held in Mallorca, Spain, in June 2013. The 92 revised full papers presented in LNCS 7930 and LNCS 7931 were carefully reviewed and selected from numerous submissions. The first part, LNCS 7930, entitled "Natural and Artificial Models in Computation and Biology", includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 7931, entitled "Natural and Artificial Computation in Engineering and Medical Applications", contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED "Artificial and Natural Computation for Health" (CANS) research network papers. In addition, this two volume-set reflects six interesting areas: cognitive robotics; natural computing; wetware computation; quality of life technologies; biomedical and industrial perception applications; and Web intelligence and neuroscience.

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