Free energies of Boltzmann Machines: self-averaging, annealed and replica symmetric approximations in the thermodynamic limit
Abstract Restricted Boltzmann machines (RBMs) constitute one of the main models for
machine statistical inference and they are widely employed in artificial intelligence as …
machine statistical inference and they are widely employed in artificial intelligence as …
The role of the T-helper/T-suppressor ratio in the adaptive immune response: a dynamical model
A Annibale, LA Dziobek-Garrett… - Journal of Physics A …, 2018 - iopscience.iop.org
Recent experimental studies have suggested the ratio between T-helper and T-suppressor
lymphocytes as an index of immunosuppression in HIV, cancer, immunosenescence and …
lymphocytes as an index of immunosuppression in HIV, cancer, immunosenescence and …
Roles of repertoire diversity in robustness of humoral immune response
The adaptive immune system relies on diversity of its repertoire of receptors to protect the
organism from a great variety of pathogens. Since the initial repertoire is the result of random …
organism from a great variety of pathogens. Since the initial repertoire is the result of random …
[PDF][PDF] A statistical mechanics model of the adaptive immune system: static and dynamical analysis in different connectivity regimes
S Bartolucci - 2016 - kclpure.kcl.ac.uk
In this thesis project, we model a sub-part of the adaptive immune system, composed of B
and T lymphocytes, which interact to produce a suitable immune response against antigens …
and T lymphocytes, which interact to produce a suitable immune response against antigens …