The exploration-exploitation paradigm for networked biological systems

Vito Dichio; Fabrizio De Vico Fallani

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arXiv · 2306.17300

The exploration-exploitation paradigm for networked biological systems

Vito Dichio·Fabrizio De Vico Fallani

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Abstract

The stochastic exploration of the configuration space and the exploitation of functional states underlie many biological processes. The evolutionary dynamics stands out as a remarkable example. Here, we introduce a novel formalism that mimics evolution and encodes a general exploration-exploitation dynamics for biological networks. We apply it to the brain wiring problem, focusing on the maturation of that of the nematode C. elegans. We demonstrate that a parsimonious maxent description of the adult brain combined with our framework is able to track down the entire developmental trajectory.

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Vito Dichio, Fabrizio De Vico Fallani. 2023-06-29. The exploration-exploitation paradigm for networked biological systems. https://arxiv.org/abs/2306.17300

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