Pith Number

pith:OKDZ2KNJ

pith:2022:OKDZ2KNJHRVWYYE7J4BSAGMRXB

not attested not anchored not stored refs pending

Neural Network Training with Asymmetric Crosspoint Elements

Jesus A. del Alamo, John Rozen, Murat Onen, Seyoung Kim, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Wilfried Haensch

arxiv:2201.13377 v1 · 2022-01-31 · cs.LG · cs.ET · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OKDZ2KNJHRVWYYE7J4BSAGMRXB}

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.

Receipt and verification

First computed	2026-07-05T03:52:51.445765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72879d29a93c6b6c609f4f03201991b8788008cafacaa4c9ccfb349d6e4e7d27

Aliases

arxiv: 2201.13377 · arxiv_version: 2201.13377v1 · doi: 10.48550/arxiv.2201.13377 · pith_short_12: OKDZ2KNJHRVW · pith_short_16: OKDZ2KNJHRVWYYE7 · pith_short_8: OKDZ2KNJ

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/OKDZ2KNJHRVWYYE7J4BSAGMRXB \
  | 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: 72879d29a93c6b6c609f4f03201991b8788008cafacaa4c9ccfb349d6e4e7d27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1634bbdeb3781aba66bd219364a17002fda88a57cb71d6f262fd81b1244bc632",
    "cross_cats_sorted": [
      "cs.ET",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-31T17:41:36Z",
    "title_canon_sha256": "e6e527c415844d61d9ab3c0c22ed4f7eb4bd5d75042b5aa544bb3073822c524d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.13377",
    "kind": "arxiv",
    "version": 1
  }
}