14 citations · 15 across the 3 of their papers we have counts for
3 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.stat-mech2023★ 1 cited
Accurate dynamics from self-consistent memory in stochastic chemical reactions with small copy numbers
Moshir Harsh, Peter Sollich
We present a method that captures the fluctuations beyond mean field in chemical reactions in the regime of small copy numbers and hence large fluctuations, using self-consistently…
cond-mat.dis-nn2019★ 14 cited
'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…