Search Results for author: Brandon T. Shapiro

Found 2 papers, 0 papers with code

A compositional account of motifs, mechanisms, and dynamics in biochemical regulatory networks

no code implementations4 Jan 2023 Rebekah Aduddell, James Fairbanks, Amit Kumar, Pablo S. Ocal, Evan Patterson, Brandon T. Shapiro

Turning to quantitative models, we associate a regulatory network with a Lotka-Volterra system of differential equations, defining a functor from the category of signed graphs to a category of parameterized dynamical systems.

Dynamic Operads, Dynamic Categories: From Deep Learning to Prediction Markets

no code implementations8 May 2022 Brandon T. Shapiro, David I. Spivak

Natural organized systems adapt to internal and external pressures and this happens at all levels of the abstraction hierarchy.

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