An Introduction of CNN: Models and Training on Neural Network Models

Dengyuhan Dai

202136 citationsDOI

Abstract

With the development of computer technology, practitioners of computer-related industries pay more attention to the neural network. The excellent predictive ability makes neural network models stand out and almost fill every corner of the network. The convolutional neural network is one of the neural network models. Compared with other models, the convolutional neural network has more advantages in image recognition and segmentation technology due to its unique layer types. Research on convolutional neural networks started in the 1980s and 1990s. In the 21st century, convolutional neural networks have developed rapidly. The theory of deep learning and the improvement of numerical computing equipment make great progress in computer vision, natural language processing and other fields.

Topics & Concepts

Convolutional neural networkComputer scienceArtificial neural networkArtificial intelligenceDeep learningTime delay neural networkNervous system network modelsNeocognitronCellular neural networkRecurrent neural networkSegmentationMachine learningPhysical neural networkTypes of artificial neural networksPattern recognition (psychology)Advanced Neural Network ApplicationsAnomaly Detection Techniques and ApplicationsHuman Pose and Action Recognition