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
Link To Document :
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