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Brains, Networks and Dynamics

Ross, Lauren N. and Woodward, James (2026) Brains, Networks and Dynamics. [Preprint]

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Abstract

This paper argues that when brain networks figure in explanations of cognition and behavior they often do so in conjunction with independent dynamical assumptions about signal transmission in the brain. In such cases explanation does not depend on network structure alone but on network structure operating in conjunction with dynamical assumptions. Moreover, dynamical assumptions embody causal information, so that the resulting explanations are not entirely non-causal. In addition, it is argued that the directional features of explanations that appeal to networks can be understood in terms of the independence of network structure and dynamics


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Item Type: Preprint
Creators:
CreatorsEmailORCID
Ross, Lauren N.rossl@uci.edu
Woodward, Jamesjfw@pitt.edu
Subjects: General Issues > Causation
General Issues > Explanation
Depositing User: Jim Woodward
Date Deposited: 02 Jun 2026 18:28
Last Modified: 02 Jun 2026 18:28
Item ID: 29895
Subjects: General Issues > Causation
General Issues > Explanation
Date: 2 June 2026
URI: https://philsci-archive.pitt.edu/id/eprint/29895

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