2 papers
cs.LG2026
Product units in gated recurrent units improve nuclear-mass prediction
Ziyuan Li, Paulo S. A. Freitas, John W. Clark +1
The prediction of masses of atomic nuclei using machine learning can complement theoretical models and advance the exploration of poorly known domains of the nuclear chart. We prop…
cond-mat.dis-nn2004
Neural Networks Processing Mean Values of Random Variables
M. J. Barber, J. W. Clark, C. H. Anderson
We introduce a class of neural networks derived from probabilistic models in the form of Bayesian belief networks. By imposing additional assumptions about the nature of the probab…