Modular Neural Network in the Cloud

被引:0
|
作者
Zacek, Jaroslav [1 ]
Volna, Eva [2 ]
Janosek, Michal [1 ]
机构
[1] Univ Ostrava, Ctr Excellence Div IT4Innovat, Dvorakova 7, Ostrava, Czech Republic
[2] Univ Ostrava, Dept Informat & Comp, Fac Sci, Ostrava, Czech Republic
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:553 / 557
页数:5
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