111 citations · 359 across the 19 of their papers we have counts for
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cs.ET2019★ 7 cited
A reaction network scheme which implements inference and learning for Hidden Markov Models
Abhinav Singh, Carsten Wiuf, Abhishek Behera +1
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 par…
cs.ET2018
A reaction network scheme which implements the EM algorithm
Muppirala Viswa Virinchi, Abhishek Behera, Manoj Gopalkrishnan
A detailed algorithmic explanation is required for how a network of chemical reactions can generate the sophisticated behavior displayed by living cells. Though several previous wo…