Overview
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Explore the emergence of modular structure in biological systems through this conference talk by Ila Fiete, presented as part of the "Unifying Theories in High-Dimensional Biophysics" program at the International Centre for Theoretical Sciences. Discover how complex biological systems develop modular organization and the theoretical frameworks that explain this phenomenon. Learn about the mathematical principles underlying modular emergence across diverse biological contexts, from neural networks to developmental systems. Examine how low-dimensional models can effectively capture the behavior of high-dimensional biological systems while maintaining predictive power. Understand the role of evolutionary pressures and functional constraints in shaping modular architectures. Investigate the connections between modularity, evolvability, and robustness in biological systems. Gain insights into computational approaches for identifying and analyzing modular structures in complex biological data. Consider the implications of modular organization for understanding biological function and designing bio-inspired systems. This presentation is part of an interdisciplinary meeting focused on cross-pollination of ideas and techniques within high-dimensional biophysics, bringing together perspectives from development, ecology, evolution, immunology, neuroscience, and protein science to work towards unifying theoretical frameworks.
Syllabus
The Emergence Of Modular Structure by Ila Fiete
Taught by
International Centre for Theoretical Sciences