Prediction of SET on SRAM based on WOA-BP neural network

W Zhou, M Li, L Li, KH Yeh - Journal of Internet Technology, 2023 - jit.ndhu.edu.tw
The incidence of high-energy particles into the semiconductor device would induce single
event transients (SETs), which is a main threaten to MOS device. And the incidence …

Research on improved BP neural network prediction based on niche particle swarm optimization algorithm

S Jin, C Zhang - Journal of Computing and Electronic Information …, 2023 - drpress.org
As for data prediction, a prediction model is proposed based on BP neural network. This
method is based on the traditional BP neural network algorithm to improve the problems of …

A multiphysics SET modeling method based on machine learning

T Xu, Y Guo, J Chen, J Bu, L Gao… - International Journal of …, 2024 - Wiley Online Library
With continuous downscaling of transistor sizes, the sensitivity to single event effect (SET)
has become one of the most important reliability issues for aerospace integrated circuits …

Forecasting Model of Number of Entrepreneurs in Colleges and Universities Based on PSO Algorithm

P Yang - The International Conference on Cyber Security …, 2022 - Springer
The number of college graduates in China has hit a record high, and it coincides with the
transition period of the country's economic structure. The employment situation of college …

Prediction of stock market index based on ISSA-BP neural network

X Liu, J Guo, H Wang, F Zhang - Expert Systems with Applications, 2022 - Elsevier
Stock market index forecasting is a very tempting topic. Appropriate analysis of such a topic
will provide valuable insights for investors, traders and policymakers in the appealing stock …

Single event effects prediction of MOSFET device using deep learning

R Zhao, S Wang, X Duan, X Cao, L Ma, S Chen… - …, 2022 - iopscience.iop.org
Single event effect (SEE) is an important problem in the reliability research of integrated
circuits. The study of SEE of traditional MOSFET devices is mainly based on simulation …

An optimized prediction algorithm based on XGBoost

C Sheng, H Yu - 2022 International Conference on Networking …, 2022 - ieeexplore.ieee.org
The real estate market is closely related to people's life. It is very important to accurately
predict the future real estate price. Traditional methods are difficult to describe the nonlinear …

Prediction algorithm for network security situation based on bp neural network optimized by sa-soa

R Zhang, M Liu, Y Yin, Q Zhang, Z Cai - International Journal of …, 2020 - ijpe-online.com
Network security situation prediction has been a major research focus in the field of network
security in recent years. It can predict the future network security status and its changing …

Comparison of Stock Price Predictions Using Support Vector Regression and Recurrent Neural Network Methods

I Yunianto, T Haryanto, MM Mutoffar… - 2023 International …, 2023 - ieeexplore.ieee.org
Apart from fundamental analysis, there is also technical analysis in predicting stock price
movements. From predictions based on conventional statistics, to machine learning and …

Research on the Prediction of Artificial Intelligence Enterprise Value Based on Improved PSO and BP Neural Network

P Cao, S Xue - 2023 3rd International Symposium on …, 2023 - ieeexplore.ieee.org
An important prerequisite for promoting the healthy development of the artificial intelligence
industry is to make a more scientific and accurate prediction of the value of artificial …