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AFS Neural Network: Stochastic Modeling Insights by f.shhryrpr is a document available to read on EtoBox.

The document presents the Affine Feedforward Stochastic (AFS) Neural Network, which integrates multilayer perceptron neural networks with stochastic state space models. It introduces a new class of networks that allows for recursive filtering and online inference, addressing issues of identification and the curse of dimensionality in machine learning. The paper outlines the structure, algorithms, and statistical inference methods associated with AFS networks, extending their application to recurrent neural

Author
f.shhryrpr
Language
EN