Understanding Credibility Theory in Actuarial Science

Discover how credibility theory helps actuaries use historical data to estimate risks and set insurance premiums; learn how ...
IEEE

Multilayer Perceptron and Bayesian Neural Network-Based Elastic Implicit Full Waveform Inversion

Abstract: We introduce and analyze the elastic implicit full waveform inversion (EIFWI) of seismic data, which uses neural networks to generate elastic models and perform full waveform inversion.
IEEE

An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method

Abstract: The robustness of Bayesian neural networks (BNNs) to real-world uncertainties and incompleteness has led to their application in some safety-critical fields. However, evaluating uncertainty ...