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Brain-Inspired Computing

Second International Workshop, BrainComp 2015, Cetraro, Italy, July 6-10, 2015, Revised Selected Papers

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Katrin Amunts

    1. Forschungszentrum Jülich, Jülich, Germany

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  2. Lucio Grandinetti

    1. University of Calabria , Rende, Italy

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  3. Thomas Lippert

    1. Forschungszentrum Jülich, Jülich, Germany

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  4. Nicolai Petkov

    1. University of Groningen , Groningen, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10087)

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

Included in the following conference series:

Conference proceedings info: BrainComp 2015.

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Table of contents (14 papers)

  1. Front Matter

    Pages I-X
    Download chapter PDF

  2. Human Brainnetome Atlas and Its Potential Applications in Brain-Inspired Computing

    • Lingzhong Fan, Hai Li, Shan Yu, Tianzi Jiang
    Pages 1-14

  3. Workflows for Ultra-High Resolution 3D Models of the Human Brain on Massively Parallel Supercomputers

    • Hartmut Mohlberg, Bastian Tweddell, Thomas Lippert, Katrin Amunts
    Pages 15-27

  4. Towards Large-Scale Fiber Orientation Models of the Brain – Automation and Parallelization of a Seeded Region Growing Segmentation of High-Resolution Brain Section Images

    • Anna Lührs, Oliver Bücker, Markus Axer
    Pages 28-42

  5. Including Gap Junctions into Distributed Neuronal Network Simulations

    • Jan Hahne, Moritz Helias, Susanne Kunkel, Jun Igarashi, Itaru Kitayama, Brian Wylie et al.
    Pages 43-57

  6. Designing Workflows for the Reproducible Analysis of Electrophysiological Data

    • Michael Denker, Sonja Grün
    Pages 58-72

  7. Finite-Difference Time-Domain Simulation for Three-Dimensional Polarized Light Imaging

    • Miriam Menzel, Markus Axer, Hans De Raedt, Kristel Michielsen
    Pages 73-85

  8. Visual Processing in Cortical Architecture from Neuroscience to Neuromorphic Computing

    • Tobias Brosch, Stephan Tschechne, Heiko Neumann
    Pages 86-100

  9. Bio-Inspired Filters for Audio Analysis

    • Nicola Strisciuglio, Mario Vento, Nicolai Petkov
    Pages 101-115

  10. Sophisticated LVQ Classification Models - Beyond Accuracy Optimization

    • Thomas Villmann
    Pages 116-130

  11. Classification of FDG-PET Brain Data by Generalized Matrix Relevance LVQ

    • M. Biehl, D. Mudali, K. L. Leenders, J. B. T. M. Roerdink
    Pages 131-141

  12. A Cephalomorph Real-Time Computer

    • Wolfgang A. Halang
    Pages 142-156

  13. Towards the Ultimate Display for Neuroscientific Data Analysis

    • Torsten Wolfgang Kuhlen, Bernd Hentschel
    Pages 157-168

  14. Sentiment Analysis and Affective Computing: Methods and Applications

    • Barbara Calabrese, Mario Cannataro
    Pages 169-178

  15. Deep Representations for Collaborative Robotics

    • Luis J. Manso, Pablo Bustos, Juan P. Bandera, Adrián Romero-Garcés, Luis V. Calderita, Rebeca Marfil et al.
    Pages 179-193

  16. Back Matter

    Pages 195-195
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  1. Brain-Inspired Computing

Keywords

About this book

This book constitutes revised selected papers from the Second International Workshop on Brain-Inspired Computing, BrainComp 2015, held in Cetraro, Italy, in July 2015.
The 14 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with brain structure and function; computational models and brain-inspired computing methods with practical applications; high performance computing; and visualization for brain simulations. 

Editors and Affiliations

  • Forschungszentrum Jülich, Jülich, Germany

    Katrin Amunts, Thomas Lippert

  • University of Calabria , Rende, Italy

    Lucio Grandinetti

  • University of Groningen , Groningen, The Netherlands

    Nicolai Petkov

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