Cognitive Field Theory
PulseAugur coverage of Cognitive Field Theory — every cluster mentioning Cognitive Field Theory across labs, papers, and developer communities, ranked by signal.
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New Cognitive Field Network Mimics Persistent Biological Cognition
Researchers have developed a Cognitive Field Network (CFN), a novel recurrent Transformer architecture designed to mimic biologically inspired persistent cognition. Unlike traditional models that rely on explicit memory…
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Transformers and Mamba models show similar collective dynamics
A new research paper published on arXiv explores the collective dynamics of neural network architectures, specifically comparing Transformers and state-space models like Mamba. The study found that despite their fundame…
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New theory suggests infrared organization governs Transformer dynamics in LLMs
A new paper proposes that the emergent behaviors in large language models are governed by a physical mechanism involving the reorganization of time-scale density of states (TDOS). Researchers used Pythia language models…