community
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leiden_hybrid_concepts
label: sonnet
community:leiden_hybrid_concepts-run2-c47Non-neural associative learning in GRNs
Gene regulatory networks exhibit Pavlovian conditioning and pattern completion via deterministic molecular dynamics.
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The papers/notes whose extracted claims & findings make up this cluster.
- Generalizing frameworks for sentience beyond natural species2 members
- AI: A Bridge Toward Diverse Intelligence.md1 member
- Technological Approach to Mind Everywhere: An Experimentally-Grounded Framework for Understanding Diverse Bodies and Minds1 member
- Technological Approach to Mind Everywhere: An Experimentally-Grounded Framework for Understanding Diverse Bodies and Minds1 member
Bridges (2)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (2)
- Associative learning occurs in gene regulatory networks and other non-neural systems, making it substrate-independent.
- Gene regulatory networks may exhibit learning capacity.Recent models show GRNs can perform associative learning and pattern completion.
Findings (2)
- Gene regulatory network models exhibit associative learning and pattern completion.Analysis of GRN models shows they can perform several kinds of learning, supporting the view of cellular networks as agents on a cognitive continuum.
- Gene regulatory networks exhibit associative learningEvidence that non-neural systems meet Crump's criterion #7; supports generalization of sentience criteria beyond neural substrates.