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A Stochastic Molecular Scheme for an Artificial Cell to Infer Its Environment from Partial Observations
In this paper we show how to perform a statistical operation known as Information Projection or E projection with stochastic mass-action kinetics. Expand
A reaction network scheme which implements the EM algorithm
- Muppirala Viswa Virinchi, Abhishek Behera, M. Gopalkrishnan
- Computer Science, Mathematics
- 24 April 2018
We describe a new reaction network scheme for solving a large class of statistical problems including the problem of how a cell would infer its environment from receptor-ligand bindings. Expand