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concept:algorithmic-recurrenceAlgorithmic recurrence
Processing where the same operation is applied repeatedly via weight sharing, as in RNNs; contrasts with implementational recurrence.
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Concepts (3)
concept
- Implementational recurrencerelated_toRecurrence via feedback loops where individual neurons process information repeatedly.
- autoregressive recurrencerelated_toTransformers are recurrent through autoregression because the K/V stream provides horizontal information flow across positions, even though each forward pass is feedforward.
- RPT-1: Input modules using algorithmic recurrenceassociated_withIndicator derived from RPT: use of algorithmic recurrence in input modules.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Support for RPT-1.
- The key novel property of DiffLogic CA — logic gate networks that are recurrent both spatially and temporally
- The process by which centers are built up, strengthened, and toughened from other centers, deepening their I-like quality.
- An externalist theory of epistemic justification where justified beliefs are produced by reliable processes.
- The reappearance of similar elements, essential for unity and order in a living floor or ceiling.
- The straight, orthogonal geometries that arise naturally from structural and functional forces in built forms.
- The property that living repetition is not simple repetition but alternation where a second system of centers repeats in parallel, creating counterpoint; what is really happening is oscillation, like waves
- Wolfram's principle: no shortcut to predict emergent properties without full simulation.