Pith Number

pith:QSVTM2KJ

pith:2023:QSVTM2KJ7DKXY2WKPX5255QGP3

not attested not anchored not stored refs pending

Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks

Gehua Ma, Huajin Tang, Rui Yan

arxiv:2305.16044 v6 · 2023-05-25 · cs.NE · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QSVTM2KJ7DKXY2WKPX5255QGP3}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T06:50:55.532976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84ab366949f8d57c6aca7dfbaef6067ec962ec311e6be3e1e40870216f6a2384

Aliases

arxiv: 2305.16044 · arxiv_version: 2305.16044v6 · doi: 10.48550/arxiv.2305.16044 · pith_short_12: QSVTM2KJ7DKX · pith_short_16: QSVTM2KJ7DKXY2WK · pith_short_8: QSVTM2KJ

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/QSVTM2KJ7DKXY2WKPX5255QGP3 \
  | 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: 84ab366949f8d57c6aca7dfbaef6067ec962ec311e6be3e1e40870216f6a2384

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f53e6ad6332c21342b68ac35be8e5fcb35e612e17305ec5fde272f815c53a0f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-05-25T13:21:26Z",
    "title_canon_sha256": "ff71448ad4960dbdee4b6550c3de86f59ff4be13d62a7646be1c08f578da0d56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16044",
    "kind": "arxiv",
    "version": 6
  }
}