Kuramoto synchronization dynamics implement a provably unique and globally attractive attention mechanism that replaces softmax for physical substrates and shows competitive empirical performance.
Shaping functional architecture by oscillatory Alpha activity: gating by inhibition.Frontiers in Human Neuroscience
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
A tutorial paper that walks through an open-source, quality-gated EEG workflow for alpha dynamics analysis and real-time visual cognitive-load applications, including mini-dataset validation.
citing papers explorer
-
Attention by Synchronization in Coupled Oscillator Networks
Kuramoto synchronization dynamics implement a provably unique and globally attractive attention mechanism that replaces softmax for physical substrates and shows competitive empirical performance.
-
NeuraDock Visual Cognitive Load Agent Tutorial: A Quality-Gated Open-Source EEG Workflow for Alpha Dynamics and Real-Time Applications
A tutorial paper that walks through an open-source, quality-gated EEG workflow for alpha dynamics analysis and real-time visual cognitive-load applications, including mini-dataset validation.