Coherence-Driven Intelligence
Coherence-Driven Intelligence studies how intelligence-like structure can emerge from coherence reinforcement within constrained systems. Rather than treating learning only as explicit optimization over weights or symbolic rules, this research area investigates whether classification, memory, inference, and structured response can arise from phase alignment, shared-amplitude refinement, basin stabilization, and projection.
This area includes the original Emergent Intelligence / Coherence-Driven Intelligence computational work, along with later CG research on coherence-based learning and self-organizing information processing.
Publication List
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Emergent Intelligence from Coherence-Driven Dynamics: Archival Submission Packages
CGI-RSR-000017 | This archival package preserves the original Nature-format and PNAS-format submission materials for the Emergent Intelligence / Coherence-Driven Intelligence research program.