Pith Number

pith:UMY42ONX

pith:2017:UMY42ONXJKR6KWW7UJFKGC2ELI

not attested not anchored not stored refs pending

Dense Associative Memory is Robust to Adversarial Inputs

Dmitry Krotov, John J Hopfield

arxiv:1701.00939 v1 · 2017-01-04 · cs.LG · cs.CR · cs.CV · q-bio.NC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMY42ONXJKR6KWW7UJFKGC2ELI}

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

1 paper in Pith

Explaining Machine Learning and Memorization with Statistical Mechanics

Receipt and verification

First computed	2026-05-18T00:00:02.637044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a331cd39b74aa3e55adfa24aa30b445a304cebaa07b5ce9a09f0619f5223463a

Aliases

arxiv: 1701.00939 · arxiv_version: 1701.00939v1 · doi: 10.48550/arxiv.1701.00939 · pith_short_12: UMY42ONXJKR6 · pith_short_16: UMY42ONXJKR6KWW7 · pith_short_8: UMY42ONX

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/UMY42ONXJKR6KWW7UJFKGC2ELI \
  | 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: a331cd39b74aa3e55adfa24aa30b445a304cebaa07b5ce9a09f0619f5223463a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5394c2f720ad12d9ded93b4c8c844ea50cb021d614f5e7c78c6e4eb0eab83ea",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "q-bio.NC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-01-04T09:40:09Z",
    "title_canon_sha256": "61cda40db37f642d4b6252c9c073a3fef3fa0e054f8e508fc8d47537701cd77f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.00939",
    "kind": "arxiv",
    "version": 1
  }
}