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 …
Restriction of the global IgM repertoire in antiphospholipid syndrome
S Pashova, L Balabanski, G Elmadjian… - Frontiers in …, 2022 - frontiersin.org
The typical anti-phospholipid antibodies (APLA) in the anti-phospholipid syndrome (APS)
are reactive with the phospholipid-binding protein β2GPI as well as a growing list of other …
are reactive with the phospholipid-binding protein β2GPI as well as a growing list of other …
Retrieving infinite numbers of patterns in a spin-glass model of immune networks
The similarity between neural and (adaptive) immune networks has been known for
decades, but so far we did not understand the mechanism that allows the immune system …
decades, but so far we did not understand the mechanism that allows the immune system …
Statistical mechanics of clonal expansion in lymphocyte networks modelled with slow and fast variables
A Mozeika, ACC Coolen - Journal of Physics A: Mathematical …, 2016 - iopscience.iop.org
We use statistical mechanical techniques to model the adaptive immune system,
represented by lymphocyte networks in which B cells interact with T cells and antigen. We …
represented by lymphocyte networks in which B cells interact with T cells and antigen. We …
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 …
[引用][C] The role of T-helper/T-regulator lymphocyte ratio on the adaptive immune response: a mathematical model
A Annibale - arXiv preprint arXiv:1701.07712, 2017