Pith Number

pith:5P7QJ4RZ

pith:2025:5P7QJ4RZYVJOB6JLM2GXSH4TUD

not attested not anchored not stored refs pending

On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels

Ayana Moshruba, Hamed Poursiami, Maryam Parsa, Shay Snyder

arxiv:2502.18623 v1 · 2025-02-25 · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5P7QJ4RZYVJOB6JLM2GXSH4TUD}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Izhikevich-Inspired Temporal Dynamics for Enhancing Privacy, Efficiency, and Transferability in Spiking Neural Networks

Receipt and verification

First computed	2026-07-05T10:20:00.963934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebff04f239c552e0f92b668d791f93a0f54c32a82785da95c1b79b32d0bc9e05

Aliases

arxiv: 2502.18623 · arxiv_version: 2502.18623v1 · doi: 10.48550/arxiv.2502.18623 · pith_short_12: 5P7QJ4RZYVJO · pith_short_16: 5P7QJ4RZYVJOB6JL · pith_short_8: 5P7QJ4RZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5P7QJ4RZYVJOB6JLM2GXSH4TUD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ebff04f239c552e0f92b668d791f93a0f54c32a82785da95c1b79b32d0bc9e05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c379b7c07216a78599c14ea6f25d7e755e6e657a90a793d1148f08a7ac0a252",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-25T20:14:14Z",
    "title_canon_sha256": "66b104fa3bfd02f023d4dd7458ac05185a004f5cf883c33045461c2708569c55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18623",
    "kind": "arxiv",
    "version": 1
  }
}