A thermodynamic perspective of immune capabilities

DOI10.1016/j.jtbi.2011.07.027zbMath1397.92123arXiv1105.3146OpenAlexW2099308902WikidataQ51541516 ScholiaQ51541516MaRDI QIDQ1786397

Francesco Guerra, Elena Agliari, Adriano Barra, Francesco Moauro

Publication date: 24 September 2018

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1105.3146

zbMATH Keywords

statistical mechanicsautoimmunitytheoretical immunology

Mathematics Subject Classification ID

Physiology (general) (92C30) Cell biology (92C37) Statistical thermodynamics (82B30)

Related Items (13)

Anergy in self-directed B lymphocytes: a statistical mechanics perspective ⋮ Complex reaction kinetics in chemistry: a unified picture suggested by mechanics in physics ⋮ Statistical mechanics of clonal expansion in lymphocyte networks modelled with slow and fast variables ⋮ Multitasking attractor networks with neuronal threshold noise ⋮ The role of the T-helper/T-suppressor ratio in the adaptive immune response: a dynamical model ⋮ Replica symmetry breaking in multi-species Sherrington-Kirkpatrick model ⋮ The role of idiotypic interactions in the adaptive immune system: a belief-propagation approach ⋮ Can persistent Epstein–Barr virus infection induce chronic fatigue syndrome as a Pavlov reflex of the immune response? ⋮ An artificial immune-memory model based on idiotypic immune networks: perspectives on antibody dynamics ⋮ Unveiling the relation between herding and liquidity with trader lead-lag networks ⋮ Spontaneous Replica Symmetry Breaking and Interpolation Methods for Complex Statistical Mechanics Systems ⋮ Ferromagnetic Models for Cooperative Behavior: Revisiting Universality in Complex Phenomena ⋮ Free energies of Boltzmann machines: self-averaging, annealed and replica symmetric approximations in the thermodynamic limit

Uses Software

• darch

Cites Work

• Unnamed Item
• Unnamed Item
• Reducing the Dimensionality of Data with Neural Networks
• Learning Deep Architectures for AI
• About the ergodic regime in the analogical Hopfield neural networks: Moments of the partition function
• Modeling Brain Function
• The replica symmetric approximation of the analogical neural network

This page was built for publication: A thermodynamic perspective of immune capabilities