Unlock instant, AI-driven research and patent intelligence for your innovation.

Neural network model training method and system and prediction method and system

A neural network model and training method technology, applied in biological neural network models, neural learning methods, etc., can solve problems such as the influence of prediction results accuracy, difficulty in making full use of it, and different prediction capabilities.

Pending Publication Date: 2020-02-04
THE FOURTH PARADIGM BEIJING TECH CO LTD
View PDF8 Cites 7 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, different features have different predictive capabilities for the target, so all features directly enter the neural network with the same weight after passing through the embedding layer, and it is difficult to make full use of more important features, which has a negative effect on the accuracy of prediction results. certain influence

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Neural network model training method and system and prediction method and system
  • Neural network model training method and system and prediction method and system
  • Neural network model training method and system and prediction method and system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0092] The following description with reference to the accompanying drawings is provided to assist in a comprehensive understanding of exemplary embodiments of the present invention as defined by the claims and their equivalents. The description includes various specific details to assist in that understanding, but these details are to be regarded as examples only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions may be omitted for clarity and conciseness.

[0093]With the emergence of massive data, artificial intelligence technology has developed rapidly. Machine learning (including neural network) is an inevitable product of the development of artificial intelligence research to a certain stage. It is committed to improving the performance of the system i...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a training method and system and a prediction method and system of a neural network model. The training method comprises the following steps: acquiring a training data record; generating features of a training sample based on the attribute information of the training data record, and taking a mark of the training data record as a mark of the training sample; and training theneural network model based on the training sample, the neural network model comprising one or more embedded layers, one or more underlying neural network structures, and an upper neural network structure.

Description

technical field [0001] This application claims the priority of the Chinese patent application with application number 201810811559.0, filed on July 23, 2018, and entitled "Neural Network Model Training Method and System and Prediction Method and System". The present application relates to deep learning, and more specifically, to a training method and a training system of a neural network model in deep learning, as well as a prediction method and a prediction system. Background technique [0002] With the emergence of massive data, artificial intelligence technology is developing rapidly. Machine learning (including deep learning) is an inevitable product of the development of artificial intelligence to a certain stage. It is dedicated to mining valuable potential information from large amounts of data by means of calculation. [0003] For example, in the neural network model commonly used in the field of deep learning, the neural network model is usually trained by providin...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/08
CPCG06N3/08
Inventor 罗远飞涂威威曹睿陈雨强
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD