Pith Number

pith:ISVVIX4H

pith:2024:ISVVIX4HJPBREG7KQ7YI56YE5I

not attested not anchored not stored refs pending

Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals

Christian Holberg, Cristopher Salvi

arxiv:2405.13587 v1 · 2024-05-22 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ISVVIX4HJPBREG7KQ7YI56YE5I}

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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

Rough kernel hedging

Receipt and verification

First computed	2026-07-05T08:22:04.895662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44ab545f874bc3121bea87f08efb04ea3fd1229b5498552e57b2e3b920226fa0

Aliases

arxiv: 2405.13587 · arxiv_version: 2405.13587v1 · doi: 10.48550/arxiv.2405.13587 · pith_short_12: ISVVIX4HJPBR · pith_short_16: ISVVIX4HJPBREG7K · pith_short_8: ISVVIX4H

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/ISVVIX4HJPBREG7KQ7YI56YE5I \
  | 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: 44ab545f874bc3121bea87f08efb04ea3fd1229b5498552e57b2e3b920226fa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffafb90b216a84f09293a9125f1f3a7d884680375381f0dbb08491124a2908c3",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-22T12:34:04Z",
    "title_canon_sha256": "09cc9515efcc97262e0bc6def2d09c615d5e130cd1168c94c1d087325eb531e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13587",
    "kind": "arxiv",
    "version": 1
  }
}