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Elliot Murphy

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#natural language process... Preprint Sep 2026

Formal Properties of Language as Constraints on Neural Dynamics

It is shown that algebraic properties of language specify invariants that mechanisms must preserve: non-associative hierarchical grouping, commutativity, recursive closure, recursive closure, access to substructures, and structured workspace transitions.

Elliot Murphy · 0 citations

Aug 2026

Necessity and plurality of neural dynamics under ROSE

It is clarified that ROSE is an architecture for implementing hierarchical syntactic computation, bringing with it no commitment that its full code is obligatory for every act of meaning construction.

Elliot Murphy · Cognitive neuroscience · 0 citations