Pith Number

pith:YPJJZZAI

pith:2021:YPJJZZAI63BRDS3EBXLSWUZA4Y

not attested not anchored not stored refs pending

Learning with Holographic Reduced Representations

Ashwinkumar Ganesan, Edward Raff, Hang Gao, James Holt, Mark McLean, Sunil Gandhi, Tim Oates

arxiv:2109.02157 v2 · 2021-09-05 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YPJJZZAI63BRDS3EBXLSWUZA4Y}

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

What Do Machine Learning Researchers Mean by "Reproducible"?

Receipt and verification

First computed	2026-07-05T03:44:12.811184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3d29ce408f6c311cb640dd72b5320e62ad93403d1f653691f3d9471567c18e4

Aliases

arxiv: 2109.02157 · arxiv_version: 2109.02157v2 · doi: 10.48550/arxiv.2109.02157 · pith_short_12: YPJJZZAI63BR · pith_short_16: YPJJZZAI63BRDS3E · pith_short_8: YPJJZZAI

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/YPJJZZAI63BRDS3EBXLSWUZA4Y \
  | 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: c3d29ce408f6c311cb640dd72b5320e62ad93403d1f653691f3d9471567c18e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0145b9608327f3f198a5f339db9a1c2ca0d49d105cb5b484720b9f4797f096ee",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-09-05T19:37:34Z",
    "title_canon_sha256": "33e38808a566d9cc41b1457354cc4da23f1aab9848519c8ae83091d7916d9180"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.02157",
    "kind": "arxiv",
    "version": 2
  }
}