A reaction network scheme which implements inference and learning for Hidden Markov Models

no code implementations • 22 Jun 2019 • Abhinav Singh, Carsten Wiuf, Abhishek Behera, Manoj Gopalkrishnan

With a view towards molecular communication systems and molecular multi-agent systems, we propose the Chemical Baum-Welch Algorithm, a novel reaction network scheme that learns parameters for Hidden Markov Models (HMMs).