Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Santa Fe Institute

From Centrality Measures to Nanowire Networks - Disordered Systems Methods to the Rescue

Santa Fe Institute via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Watch a 49-minute lecture from Los Alamos National Lab researcher Francesco Caravelli at the Santa Fe Institute exploring the connection between centrality measures and nanowire networks through disordered systems methods. Discover why seemingly non-local centrality measures like Katz, PageRank, and Trophic Levels show strong correlations with local quantities such as degree, explained through advanced techniques including the replica trick and cavity method. Explore how these mathematical approaches extend to self-assembled nanowire "memristive" networks, where memory effects at the nanoscale enable unique behaviors. Learn how Kirchhoff's laws and disordered systems methods can be applied to derive mean field theories for network dynamics in the annealed approximation. Gain insights into the implications for neuromorphic computing and understanding the asymptotic dynamics of these complex systems.

Syllabus

From Centrality Measures to Nanowire Networks disordered systems methods to the rescue

Taught by

Santa Fe Institute

Reviews

Start your review of From Centrality Measures to Nanowire Networks - Disordered Systems Methods to the Rescue

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.