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Artificial Computation in Biology and Medicine

International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, Elche, Spain, June 1-5, 2015, Proceedings, Part I

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. José Manuel Ferrández Vicente

    1. Universidad Politécnica de Cartagena, Cartagena, Spain

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  2. José Ramón Álvarez-Sánchez

    1. Universidad Nacional de Educación a Distancia, Madrid, Spain

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  3. Félix de la Paz López

    1. Universidad Nacional de Educación a Distancia, Madrid, Spain

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  4. Fco. Javier Toledo-Moreo

    1. Universidad Politécnica de Cartagena, Cartagena, Spain

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  5. Hojjat Adeli

    1. Ohio State University, Columbus, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9107)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: IWINAC 2015.

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About this book

The two volumes LNCS 9107 and 9108 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, held in Elche, Spain, in June 2015.

The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on artificial computation and biology and medicine, addressing topics such as computational neuroscience, neural coding and neuro-informatics, as well as computational foundations and approaches to the study of cognition. The second volume deals with bioinspired computation in artificial systems; topics alluded are bio-inspired circuits and mechanisms, bioinspired programming strategies and bioinspired engineering AI&KE.

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Table of contents (56 papers)

  1. Front Matter

    Pages 1-22
    Download chapter PDF

  2. Automated Diagnosis of Alzheimer’s Disease by Integrating Genetic Biomarkers and Tissue Density Information

    • Andrés Ortiz, Miguel Moreno-Estévez, Juan M. Górriz, Javier Ramírez, María J. García-Tarifa, Jorge Munilla et al.
    Pages 1-8

  3. A Neural Model of Number Interval Position Effect (NIPE) in Children

    • Michela Ponticorvo, Francesca Rotondaro, Fabrizio Doricchi, Orazio Miglino
    Pages 9-18

  4. A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer’s Disease

    • F. J. Martinez-Murcia, A. Ortiz, J. M. Górriz, J. Ramírez, I. A. Illán
    Pages 19-28

  5. Telemetry System for Cochlear Implant Using ASK Modulation and FPGA

    • Ernesto A. Martínez–Rams, Vicente Garcerán–Hernández, Duarte Juan Sánchez
    Pages 29-38

  6. MBMEDA: An Application of Estimation of Distribution Algorithms to the Problem of Finding Biological Motifs

    • Carlos I. Jordán, Carlos. J. Jordán
    Pages 39-46

  7. Towards a Generic Simulation Tool of Retina Models

    • Pablo Martínez-Cañada, Christian Morillas, Begoña Pino, Francisco Pelayo
    Pages 47-57

  8. Specialist Neurons in Feature Extraction Are Responsible for Pattern Recognition Process in Insect Olfaction

    • Aaron Montero, Ramon Huerta, Francisco B. Rodriguez
    Pages 58-67

  9. Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach

    • A. Brahim, J. M. Górriz, J. Ramírez, L. Khedher
    Pages 68-77

  10. Independent Component Analysis-Based Classification of Alzheimer’s Disease from Segmented MRI Data

    • L. Khedher, J. Ramírez, J. M. Górriz, A. Brahim, I. A. Illán
    Pages 78-87

  11. Trajectories-State: A New Neural Mechanism to Interpretate Cerebral Dynamics

    • Sergio Miguel-Tomé
    Pages 88-97

  12. Global and Local Features for Char Image Classification

    • Deisy Chaves, Maria Trujillo, Juan Barraza
    Pages 98-107

  13. On the Automatic Tuning of a Retina Model by Using a Multi-objective Optimization Genetic Algorithm

    • Rubén Crespo-Cano, Antonio Martínez-Álvarez, Ariadna Díaz-Tahoces, Sergio Cuenca-Asensi, J. M. Ferrández, Eduardo Fernández
    Pages 108-118

  14. Creating Robots with Personality: The Effect of Personality on Social Intelligence

    • Alexandros Mileounis, Raymond H. Cuijpers, Emilia I. Barakova
    Pages 119-132

  15. Artificial Metaplasticity: Application to MIT-BIH Arrhythmias Database

    • Santiago Torres-Alegre, Juan Fombellida, Juan Antonio Piñuela-Izquierdo, Diego Andina
    Pages 133-142

  16. Toward an Upper-Limb Neurorehabilitation Platform Based on FES-Assisted Bilateral Movement: Decoding User’s Intentionality

    • Andres Felipe Ruiz-Olaya, Alberto López-Delis, Alexander Cerquera
    Pages 143-152

  17. Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application

    • Jan Boelts, Alexander Cerquera, Andrés Felipe Ruiz-Olaya
    Pages 153-162

  18. The Koniocortex-Like Network: A New Biologically Plausible Unsupervised Neural Network

    • Francisco Javier Ropero Peláez, Diego Andina
    Pages 163-174

  19. Towards an Integrated Semantic Framework for Neurological Multidimensional Data Analysis

    • Santiago Timón Reina, M. Rincón Zamorano, Atle Bjørnerud
    Pages 175-184

  20. Some Results on Dynamic Causal Modeling of Auditory Hallucinations

    • Leire Ozaeta, Darya Chyzhyk, Manuel Graña
    Pages 185-194
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Other volumes

  1. Artificial Computation in Biology and Medicine

  2. Bioinspired Computation in Artificial Systems

Editors and Affiliations

  • Universidad Politécnica de Cartagena, Cartagena, Spain

    José Manuel Ferrández Vicente, Fco. Javier Toledo-Moreo

  • Universidad Nacional de Educación a Distancia, Madrid, Spain

    José Ramón Álvarez-Sánchez, Félix de la Paz López

  • Ohio State University, Columbus, USA

    Hojjat Adeli

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