Neural network-based cloud intelligent machine system

Abstract

The invention relates to a neural network-based cloud intelligent machine system of cloud operation, data mining, the neural network, information security and the like. The system comprises a neural network-based computer structure, a generalized database structure and a data structure over software and hardware boundaries. The system provides and uses a plurality of novel technologies, including an algorithm engine structure, an instinctual neural network, information compression, a limited network protocol, a security system, a cross platform data structure and the like, wherein the computer system structure described in the invention can easily be over thousands times of the cluster computing power of a current top server, and break through the bottleneck of the computing capacity of a future cloud computing center. The system has immunization and self-healing ability, and is prevented from being attacked by virus hackers. The system grows and metabolizes like organisms, defines new constantly changing tasks, and completes upgrading and expansion, and can be applied to a large-scale information center, an out-sourcing enterprise management, E-business and other cloud computing centers.

Description

technical field [0001] The invention relates to four major topics of cloud computing, data mining, neural network and information security. Especially a cloud intelligent machine system based on neural network. [0002] In fact, each of the above topics is a large independent field. The present invention is characterized in that four important basic innovations in the field are proposed at the same time, and these innovations are interrelated, and combined together, the effect is multiplied. [0003] The present invention aims at the current misunderstanding of cloud computing, and proposes three-stage concept of cloud computing application. Aiming at the current problems of data warehouse and data mining, a system solution of deconstructing traditional databases and establishing a unified open platform is proposed. Aiming at the defects of the current neural network, open up a new research direction, and propose a new theory of the four elements of the neural network. In ...

AI Technical Summary

Problems solved by technology

[0027] Over the past 60 years, the neural network has experienced many ups and downs, and it is still immature, and it is difficult to enter large-scale practical applications.

[0029] However, today’s reality is that in the face of cloud computing and large-scale data warehouses, computer theory and technology are relatively poor. That is to say, the traditional Von Heumann structure has encountered a development bottleneck, and the neural network that pins future hopes is not yet mature.

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