01
Research question
Can resonance, nonlinear confinement, density feedback, and plasticity generate useful computational observables without explicit gate logic?
02
Method and experiment series
The report combines a Kuramoto-like oscillator test, a 20×20 spatial phase field, quartic confinement, density feedback, γ-plasticity, masks, and corrupted-pattern recall studies.
Series: Oscillator locking · 2D field · memory · readout · case studies
03
Key results
- The oscillator ensemble reaches frequency locking in the reported setup.
- A dominant spatial FFT mode appears after field stabilisation.
- The corrupted-input test reports 50.1% recovery accuracy at 15% corruption, constraining stronger recall claims.
04
What is not established
The demonstrations are architecture-level simulations. Their computational usefulness, scaling, physical substrate, and advantage over established methods remain unvalidated.
This work reports a theoretical or simulation result within a stated model. It is not physical validation of a technology and requires independent verification before real-world transfer.