119 citations · 190 across the 18 of their papers we have counts for
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q-bio.NC2025
Inferring Mechanisms from Bits: Promises and Pitfalls of Higher-Order Information in Cognitive Science
D. Rebbin, K. J. A. Down, T. F. Varley +2
Higher-order information theory has become a rapidly growing toolkit in computational neuroscience, motivated by the idea that multivariate dependencies can reveal aspects of neura…
cs.IT2025
The topology of synergy: linking topological and information-theoretic approaches to higher-order interactions in complex systems
Thomas F. Varley, Pedro A. M. Mediano, Alice Patania +1
The study of irreducible higher-order interactions has become a core topic of study in complex systems. Two of the most well-developed frameworks, topological data analysis and mul…