Collective dynamics | Information processing in biological systems
A field of single-cell amoeba Dictyostelium under a microscope view. The amoeba are starved for nutrients, and in response start a program of intercellular communication. As a result, they start moving in a directed fashion to an aggregation center (lower panels), until they assemble in a multi-cellular slug. (Credits: Thomas Gregor, Princeton University) In physics, systems of simple interacting elements often give rise to remarkably rich collective behaviors. One of the most prominent and well-studied examples are phase transitions in Ising-like models. In biology one often observes similar collective effects as well: groups of fish transition between a variety of swimming, rotating and swirling patterns and successfully evade predators, single-cell amoeba signal to each other to find and migrate to an aggregation center, and thousands of birds flock above the trees and make decisions about where and when to land. We look for simple models of group dynamics that we can build up from
A field of single-cell amoeba Dictyostelium under a microscope view. The amoeba are starved for nutrients, and in response start a program of intercellular communication. As a result, they start moving in a directed fashion to an aggregation center (lower panels), until they assemble in a multi-cellular slug. (Credits: Thomas Gregor, Princeton University) In physics, systems of simple interacting elements often give rise to remarkably rich collective behaviors. One of the most prominent and well-studied examples are phase transitions in Ising-like models. In biology one often observes similar
related reading
- jsomers.net | I should have loved biologyjsomers.net
- Collective intelligence: A unifying concept for integrating biology across scales and substrates | Communications Biologynature.com
- Multi-scale organization in communicating active matter - Statistical and Biological Physics - LMU Munichtheorie.physik.uni-muenchen.de
- Conflicts of interest improve collective computation of adaptive social structures - PubMedpubmed.ncbi.nlm.nih.gov
- Forms of life, forms of mind | Dr. Michael Levin | Are we too part of a greater collective intelligence? How would we know?thoughtforms.life
- Collective intercellular communication through ultra-fast hydrodynamic trigger waves | Naturenature.com
- Learning developmental mode dynamics from single-cell trajectories | eLifeelifesciences.org
- MEAM Seminar: “The Mechanics of Animal Collective Behavior: From Insect Swarms to Fish Schools” (Hungtang Ko) | Center for Soft and Living Matterweb.sas.upenn.edu
- From molecular to modular cell biologynature.com
- Condensed and Living Matter Seminar: “Multicellular is different: the biophysical basis of multicellular growth” (Peter Yunker) | Center for Soft and Living Matterweb.sas.upenn.edu
- Walter Fontanawalterfontana.zone
- Collective intelligence - Wikipediaen.wikipedia.org