Speaker
Abhinav Singh
(UM-DAE Centre for Excellence in Basic Sciences, Mumbai)
Description
EM or the Expectation Maximization algorithm is a procedure for estimating parameters of statistical models with latent variables. Recently, it has been shown that reaction networks can be used as computational machines to perform the EM algorithm[1] [2]. Further, DNA strand displacement can be used to implement CRNs with desired kinetics[3] [4]. We explore how to design a DNA strand displacement system to implement the EM system in vitro.
Primary authors
Prof.
Manoj Gopalkrishnan
(Indian Institute of Technology Bombay)
Abhinav Singh
(UM-DAE Centre for Excellence in Basic Sciences, Mumbai)
