2 papers
physics.bio-ph2023
Exploiting memory effects to detect the boundaries of biochemical subnetworks
Moshir Harsh, Leonhard Götz Vulpius, Peter Sollich
Partial measurements of biochemical reaction networks are ubiquitous and limit our ability to reconstruct the topology of the reaction network and the strength of the interactions…
cond-mat.dis-nn2019
'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space
Moshir Harsh, Jérôme Tubiana, Simona Cocco +1
Distributions of data or sensory stimuli often enjoy underlying invariances. How and to what extent those symmetries are captured by unsupervised learning methods is a relevant que…