• Light
  • Dark
  • System
PINGLAB articles notebooks collections github

Collection / Gamma Gated Sparsity

Articles

  1. ar014 June 15th lab meeting presentation 15th Jun 2026
  2. ar009 Manuscript (handwritten) 5th Jun 2026

Notebooks

  1. nb023 PING fundamentals 13th May 2026
  2. nb025 PING locks E rate ≈10× below COBA (trains) 30th May 2026
  3. nb024 Training 2nd Jun 2026
  4. nb046 Near-strict 1-spike-per-cycle ceiling: 99.45% of (cell, cycle) pairs 4th Jun 2026
  5. nb041 E rate is affine in gamma frequency (trains) 2nd Jun 2026
  6. nb044 Rate floor stable across a 20× Δt sweep — physical Hz, not artefact (trains) 2nd Jun 2026
  7. nb033 Mean field model 28th May 2026
  8. nb036 W^EI sets the cliff; W^IE shapes the basin (trains) 30th May 2026
  9. nb042 Perturbations: gamma gates rates not just mean inhibition 2nd Jun 2026
  10. nb047 Per-event shunt magnitude sets rates, not summed inhibition 8th Jun 2026
  11. nb037 Trained PING tolerates 80% drops but only 15% adds (trains) 30th May 2026
  12. nb038 Switching the loop on at inference cuts E rate ≈10× (trains) 30th May 2026
  13. nb049 Gradient descent prunes PING via Dale's-law clamping (trains) 9th Jun 2026
  14. nb048 Trained PING streams sequential digits without retraining 8th Jun 2026