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Pith Number

pith:6EFKXM5Y

pith:2021:6EFKXM5Y4XW7RO6QZ2J25DSWME
not attested not anchored not stored refs pending

On the effects of biased quantum random numbers on the initialization of artificial neural networks

Lukas Franken, Moritz Wolter, Nico Piatkowski, Raoul Heese, Sascha M\"ucke

arxiv:2108.13329 v2 · 2021-08-30 · quant-ph · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6EFKXM5Y4XW7RO6QZ2J25DSWME}

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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.
Receipt and verification
First computed 2026-07-05T07:34:30.830407Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f10aabb3b8e5edf8bbd0ce93ae8e56611cba8db67476aad261363ce2779ce959

Aliases

arxiv: 2108.13329 · arxiv_version: 2108.13329v2 · doi: 10.48550/arxiv.2108.13329 · pith_short_12: 6EFKXM5Y4XW7 · pith_short_16: 6EFKXM5Y4XW7RO6Q · pith_short_8: 6EFKXM5Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6EFKXM5Y4XW7RO6QZ2J25DSWME \
  | 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: f10aabb3b8e5edf8bbd0ce93ae8e56611cba8db67476aad261363ce2779ce959
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "465acc9461d355a99dd5a841d0eeff5ed75c56061e6ebec78e8ca8979d91688b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2021-08-30T15:50:07Z",
    "title_canon_sha256": "874d0b5941104bd625c23f893ed1e167df4bc2a19566027adc4b6fa8ecfaf2cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.13329",
    "kind": "arxiv",
    "version": 2
  }
}