Perception Stage

First stage of DiffLogic CA update where each cell gathers information from neighboring cells via logic gate kernels

Neighborhood — ranked by edge-count

framework

Differentiable Logic Cellular Automata (DiffLogic CA)
implements
The novel framework introduced in this paper, combining DLGN and NCA for fully differentiable discrete CA learning

concept

Sobel Filters
cites
Used in traditional NCA for spatial gradient perception; replaced by logic gate kernels in DiffLogic CA

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Perceptionconcept0.835
Equated with inference of past, present and future hidden states via minimization of variational free energy.
Perception-Action Cycleconcept0.817
Circular causality between perception and action; central to enactive interpretation
Perception And Cognitionconcept0.787
Update Stageconcept0.760
Second stage of DiffLogic CA where a DLGN computes each cell's new binary state from perception output and current state
field-like perceptionconcept0.758
Perception that is smooth and can be evaluated at any point, like a differentiable field; Antra's functionalist interpretation.
Genetic Algorithm With Developmental Stageframework0.754
Second-Order Perceptionconcept0.752
CIMC's proposed computational structure of consciousness: perception that perception is occurring, non-inferential and synchronous with its content
Perception is a form of action; perception and action cannot be pulled apartclaim0.749
Enactive consequence: active sampling of world means perception inherently involves action