Robust Oscillatory RNN via Cyclic Loop-Gain Certification / reference implementation
Mechanism confirmed, baseline not beaten
Robust Oscillatory RNN via Cyclic Loop-Gain Certification — reference implementation
Runnable experiment code, benchmark implementation, machine-readable results and reports for this SynthCore idea.
Language: Python · Runtime: Python 3 · License: MIT
Public artifacts
bench_cyclic_rnn.py— 6.5 KBbench_report.json— 3.2 KBcyclic_rnn_experiment.py— 5.9 KBreport.md— 1.5 KBreport_bench_2026-09-01T170742.md— 5.4 KBresults.json— 2.0 KB