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  • Conference proceedings
  • Open Access
  • © 2021

Brain-Inspired Computing

4th International Workshop, BrainComp 2019, Cetraro, Italy, July 15–19, 2019, Revised Selected Papers

Part of the book series: Theoretical Computer Science and General Issues (LNTCS, volume 12339)

Conference series link(s): BrainComp: International Workshop on Brain-Inspired Computing

Conference proceedings info: BrainComp 2019.

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Softcover Book USD 49.99
Price excludes VAT (USA)

Table of contents (11 papers)

  1. Front Matter

    Pages i-viii
  2. Machine Learning and Deep Learning Approaches in Human Brain Mapping

    1. Front Matter

      Pages 1-1
    2. A High-Resolution Model of the Human Entorhinal Cortex in the ‘BigBrain’ – Use Case for Machine Learning and 3D Analyses

      • Sabrina Behuet, Sebastian Bludau, Olga Kedo, Christian Schiffer, Timo Dickscheid, Andrea Brandstetter et al.
      Pages 3-21Open Access
    3. Deep Learning-Supported Cytoarchitectonic Mapping of the Human Lateral Geniculate Body in the BigBrain

      • Andrea Brandstetter, Najoua Bolakhrif, Christian Schiffer, Timo Dickscheid, Hartmut Mohlberg, Katrin Amunts
      Pages 22-32Open Access
  3. Brain Modelling and Simulation

    1. Front Matter

      Pages 33-33
    2. Computational Modelling of Cerebellar Magnetic Stimulation: The Effect of Washout

      • Alberto Antonietti, Claudia Casellato, Egidio D’Angelo, Alessandra Pedrocchi
      Pages 35-46Open Access
    3. Usage and Scaling of an Open-Source Spiking Multi-Area Model of Monkey Cortex

      • Sacha J. van Albada, Jari Pronold, Alexander van Meegen, Markus Diesmann
      Pages 47-59Open Access
  4. Exascale Compute and Data Infrastructures for Neuroscience and Applications

    1. Front Matter

      Pages 61-61
    2. Modular Supercomputing for Neuroscience

      • Estela Suarez, Susanne Kunkel, Anne Küsters, Hans Ekkehard Plesser, Thomas Lippert
      Pages 63-80Open Access
    3. Fenix: Distributed e-Infrastructure Services for EBRAINS

      • Sadaf Alam, Javier Bartolome, Sanzio Bassini, Michele Carpene, Mirko Cestari, Frederic Combeau et al.
      Pages 81-89Open Access
    4. Independent Component Analysis for Noise and Artifact Removal in Three-Dimensional Polarized Light Imaging

      • Kai Benning, Miriam Menzel, Jan André Reuter, Markus Axer
      Pages 90-102Open Access
  5. Exascale Artificial and Natural Neural Architectures

    1. Front Matter

      Pages 103-103
    2. Brain-Inspired Algorithms for Processing of Visual Data

      • Nicola Strisciuglio, Nicolai Petkov
      Pages 105-115Open Access
    3. An Hybrid Attention-Based System for the Prediction of Facial Attributes

      • Souad Khellat-Kihel, Zhenan Sun, Massimo Tistarelli
      Pages 116-127Open Access
    4. Emotion Mining: from Unimodal to Multimodal Approaches

      • Chiara Zucco, Barbara Calabrese, Mario Cannataro
      Pages 143-158Open Access
  6. Back Matter

    Pages 159-159

Other Volumes

  1. Brain-Inspired Computing

About this book

This open access book constitutes revised selected papers from the 4th International Workshop on Brain-Inspired Computing, BrainComp 2019, held in Cetraro, Italy, in July 2019.

The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with research on brain atlasing, multi-scale models and simulation, HPC and data infra-structures for neuroscience as well as artificial and natural neural architectures.



  • artificial intelligence
  • communication systems
  • computer hardware
  • computer networks
  • computer programming
  • computer systems
  • computer vision
  • deep learning
  • distributed computer systems
  • image analysis
  • image processing
  • machine learning
  • network protocols
  • neural networks
  • signal processing

Editors and Affiliations

  • Forschungszentrum Jülich, Jülich, Germany

    Katrin Amunts, Thomas Lippert

  • DIMES, University of Calabria, Arcavacada di Rende, Italy

    Lucio Grandinetti

  • University of Groningen, Groningen, The Netherlands

    Nicolai Petkov

Bibliographic Information

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)