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cs.AI2026
Metriplector: From Field Theory to Neural Architecture
Dan Oprisa, Peter Toth
We present Metriplector, a neural architecture primitive in which the input configures an abstract physical system -- fields, sources, and operators -- and the dynamics of that sys…
cs.AI2017★ 2 cited
Criticality & Deep Learning I: Generally Weighted Nets
Dan Oprisa, Peter Toth
Motivated by the idea that criticality and universality of phase transitions might play a crucial role in achieving and sustaining learning and intelligent behaviour in biological…