All entries

Articles

• ar017
  Introduction

  11 August 2026 · Draft · pdf
• ar003
  COBANet

  14 May 2026 · pdf
• ar004
  Parameters & Units

  14 May 2026 · pdf
• ar005
  Metrics

  14 May 2026 · pdf
• ar006
  Training

  14 May 2026 · pdf
• ar007
  Bayesian Literature Review

  19 May 2026 · pdf
• ar009
  Manuscript

  21 June 2026 · Draft · pdf
• ar011
  The SNN tool

  6 July 2026 · pdf
• ar015
  Gradient Stabilisation

  12 June 2026 · pdf
• ar016
  The Functional Role of PING: mapping the space

  12 July 2026 · pdf
• ar062
  Bayesian Fundamentals

  28 June 2026 · pdf
• ar063
  A Python graph language for the SNN tool

  30 July 2026 · Draft · pdf
• ar064
  Compute options

  11 August 2026 · pdf
• ar066
  Cloudflare R2 archive

  11 August 2026 · pdf

Experiments

• exp074
  From Python graph to spikes

  31 July 2026 · Draft · pdf
• exp075
  A compiled graph learns

  31 July 2026 · Draft · pdf
• exp076
  A bundle checkpoint replays

  2 August 2026 · Draft · pdf
• exp077
  Arbitrary coupled graphs execute natively

  5 August 2026 · Draft · pdf
• exp071
  Trying a cumulative-potential readout on matched SHD networks

  19 July 2026 · Draft · pdf
• exp072
  Adaptive conductance controls for matched SHD networks

  19 July 2026 · Draft · pdf
• exp073
  Plastic recurrent excitation reaches the old PING regime

  20 July 2026 · Draft · pdf
• exp022
  Training-run guide

  11 August 2026 · Draft · pdf
• exp023
  PING fundamentals

  13 May 2026 · pdf
• exp024
  Accuracy converges, firing rate does not

  2 June 2026 · pdf
• exp025
  PING locks E rate ≈10× below COBA

  30 May 2026 · pdf
• exp033
  DMFT model

  28 May 2026 · pdf
• exp037
  PING tolerates 80% dropped spikes but collapses on added noise

  30 May 2026 · pdf
• exp038
  Switching the loop on at inference cuts E rate ≈15×

  30 May 2026 · pdf
• exp041
  E rate is affine in gamma frequency

  2 June 2026 · pdf
• exp042
  Perturbations: gamma gates rates not just mean inhibition

  2 June 2026 · pdf
• exp044
  Rate floor stable across a 20× Δt sweep

  2 June 2026 · pdf
• exp046
  Near-strict 1-spike-per-cycle ceiling: 98.9% of (cell, cycle) pairs

  4 June 2026 · pdf
• exp047
  Pool-size invariance requires inverse synaptic scaling

  14 July 2026 · pdf
• exp048
  Temporal and spatial evidence limits of trained PING

  8 June 2026 · pdf
• exp049
  Gradient descent does not preserve a trainable PING loop

  9 June 2026 · pdf
• exp054
  A PING rhythmicity metric

  15 June 2026 · pdf
• exp058
  The Canonical V&S state

  24 June 2026 · Draft · pdf
• exp059
  What the Spiking Heidelberg Digits look like

  11 July 2026 · Draft · pdf
• exp078
  Arnold tongue of two coupled PING circuits

  7 August 2026 · pdf
• exp080
  Empirical input-rate calibration for variable-rate PING training

  10 August 2026 · pdf
• exp081
  Linear-filter analysis of sparse conductance-driven pixel features

  10 August 2026 · Draft · pdf
• exp082
  Variable-rate streaming with a spike-rate readout

  10 August 2026 · Draft · pdf

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