• DocumentCode
    1678631
  • Title

    Modular neural network in the cloud

  • Author

    Zacek, Jaroslav ; Volna, Eva ; Janosek, Michal

  • Author_Institution
    Centre of Excellence IT4Innovations Div., Univ. of Ostrava, Ostrava, Czech Republic
  • fYear
    2015
  • Firstpage
    553
  • Lastpage
    557
  • Abstract
    The paper proposes a new approach to implement common neural network algorithms in the cloud. First part of the paper defines the context and describes a usage of cloud computing concept in the robotics. Next part describes layers of the typical cloud service and shows the connection between cloud and legacy robot. Then we introduce a modular neural network concept and explain the topology of the neural network and connection between the physical and the logical architecture. Following part proposes a new architecture of the cloud service that implements a neural network algorithm. Last part shows a case study migration of the typical neural network topology into the cloud with respect to logical and physical topology.
  • Keywords
    cloud computing; mobile robots; neural nets; topology; cloud computing; cloud service; legacy robot; logical architecture; mobile robot; modular neural network topology; Cloud computing; Computer architecture; Network topology; Neural networks; Robot sensing systems; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Computational Intelligence and Informatics (SACI), 2015 IEEE 10th Jubilee International Symposium on
  • Conference_Location
    Timisoara
  • Type

    conf

  • DOI
    10.1109/SACI.2015.7208265
  • Filename
    7208265