Pith Number

pith:FT3W22ZB

pith:2013:FT3W22ZBGHMTSYTRIUNPIJSU7U

not attested not anchored not stored refs pending

Estimating or Propagating Gradients Through Stochastic Neurons

Yoshua Bengio

arxiv:1305.2982 v1 · 2013-05-14 · 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{FT3W22ZBGHMTSYTRIUNPIJSU7U}

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.

Cited by

2 papers in Pith

Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming

Learning to Look Benign: Targeted Evasion of Malware Detectors via API Import Injection

Receipt and verification

First computed	2026-05-18T03:25:45.257770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cf76d6b2131d9396271451af42654fd0e69c2f87c0976b7bb13b0449a2b51af

Aliases

arxiv: 1305.2982 · arxiv_version: 1305.2982v1 · doi: 10.48550/arxiv.1305.2982 · pith_short_12: FT3W22ZBGHMT · pith_short_16: FT3W22ZBGHMTSYTR · pith_short_8: FT3W22ZB

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/FT3W22ZBGHMTSYTRIUNPIJSU7U \
  | 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: 2cf76d6b2131d9396271451af42654fd0e69c2f87c0976b7bb13b0449a2b51af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea96bf37ca5f9e51c1a0ceab865c4b856703ab3aa02270497aad3a1244df28b0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-05-14T00:29:42Z",
    "title_canon_sha256": "f7c4ee353b6369d8bdb79100fdf4da9a6a0f5fb55870e1b240a732d995530256"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1305.2982",
    "kind": "arxiv",
    "version": 1
  }
}