32 citations · 217 across the 24 of their papers we have counts for
Showing 1997Show all
2 papers · 1 filter
cond-mat.dis-nn1997★ 4 cited
Learning a spin glass: determining Hamiltonians from metastable states
Silvia Kuva, Osame Kinouchi, Nestor Caticha
We study the problem of determining the Hamiltonian of a fully connected Ising Spin Glass of units from a set of measurements, whose sizes needs to be bits. The…
cond-mat.dis-nn1997★ 26 cited
Functional Optimisation of Online Algorithms in Multilayer Neural Networks
Renato Vicente, Nestor Caticha
We study the online dynamics of learning in fully connected soft committee machines in the student-teacher scenario. The locally optimal modulation function, which determines the l…