Intelligent traffic monitoring and traffic diagnosis analysis based on neural network algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-04899-3
Abstract: Traffic sign recognition and lane detection play an important role in traffic flow planning, avoiding traffic accidents, and alleviating traffic chaos. At present, the traffic intelligent recognition rate still needs to be improved. In view… read more here.
Keywords: traffic; system; network algorithm; neural network ... See more keywords
0440 Validation Study of Neural Network Algorithm for Automated Sleep Stage Scoring: StageNet
Sign Up to like & getrecommendations! Published in 2020 at "Sleep"
DOI: 10.1093/sleep/zsaa056.437
Abstract: Polysomnography (level 1) is an important test for evaluating sleep status or disorder. In general, measured raw data of polysomnography is manually scored by sleep expert. However, manual scoring is a time-consuming and labor-intensive work.… read more here.
Keywords: sleep stage; network algorithm; neural network; stage ... See more keywords
Efficient Tensor Network Algorithm for Layered Systems.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review letters"
DOI: 10.1103/physrevlett.130.130601
Abstract: Strongly correlated layered 2D systems are of central importance in condensed matter physics, but their numerical study is very challenging. Motivated by the enormous successes of tensor networks for 1D and 2D systems, we develop… read more here.
Keywords: tensor network; layered systems; efficient tensor; network algorithm ... See more keywords
Artificial Intelligence Image Recognition Method Based on Convolutional Neural Network Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3006097
Abstract: As an algorithm with excellent performance, convolutional neural network has been widely used in the field of image processing and achieved good results by relying on its own local receptive fields, weight sharing, pooling, and… read more here.
Keywords: neural network; image; network algorithm; convolutional neural ... See more keywords
Deriving Bathymetry From Optical Images With a Localized Neural Network Algorithm
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2018.2814012
Abstract: We present a localized neural network algorithm for water depth estimation from optical remote sensing images. Our new model is called a locally adaptive back-propagation neural network (LABPNN). In an LABPNN, the neural networks were… read more here.
Keywords: localized neural; network; network algorithm; neural network ... See more keywords
Raman fiber amplifier design scheme based on back propagation neural network algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Optical Engineering"
DOI: 10.1117/1.oe.60.3.037103
Abstract: Abstract. We propose a method that uses the back propagation (BP) neural network algorithm to optimize the design of the multipump Raman fiber amplifier. We determine the optimal training model by examining the number of… read more here.
Keywords: neural network; propagation neural; raman; network algorithm ... See more keywords
Research on Clustering Algorithm Based on Improved SOM Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1482250
Abstract: Clustering algorithm is a statistical method to study sample classification. With the rapid development of science and technology, people have higher and higher requirements for data classification, so there are more and more researches on… read more here.
Keywords: neural network; network; improved som; network algorithm ... See more keywords
Principal Component Research of the Teaching Model Based on Multimodal Neural Network Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5888299
Abstract: With the deepening and improvement of the contemporary English educating reform, the lookup on the satisfactory English training has attracted greater and extra attention. The key to enhance the English training is to enhance good… read more here.
Keywords: neural network; network; network algorithm; multimodal neural ... See more keywords
A BP Neural Network Algorithm for Multimedia Data Monitoring of Air Particulate Matter
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/6393877
Abstract: In order to study a BP neural network algorithm for air particulate matter data monitoring, firstly, the monitoring data collected by particle sensor using the light scattering method are proposed. Then, based on the improved… read more here.
Keywords: neural network; particulate matter; air particulate; network algorithm ... See more keywords
Modeling and Optimization for a New Compliant 2-dof Stage for Locating Biomaterial Samples by an Efficient Approach of a Kinetostatic Analysis-Based Method and Neural Network Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/6709464
Abstract: The nanoindentation technique is employed to characterize the behaviors of biomaterials. Nevertheless, there is a lack of development of a miniaturized precise positioner for in situ nanoindentation. Besides, modeling behaviors of the positioner are restricted… read more here.
Keywords: dof stage; neural network; stage; network algorithm ... See more keywords
Predicting Ca2+ and Mg2+ ligand binding sites by deep neural network algorithm
Sign Up to like & getrecommendations! Published in 2022 at "BMC Bioinformatics"
DOI: 10.1186/s12859-021-04250-0
Abstract: Background Alkaline earth metal ions are important protein binding ligands in human body, and it is of great significance to predict their binding residues. Results In this paper, Mg2+ and Ca2+ ligands are taken as… read more here.
Keywords: deep neural; ligand binding; binding sites; network algorithm ... See more keywords