Pith Number

pith:7ZQ4UFRY

pith:2023:7ZQ4UFRYI7ELESCFEOE4GALMF2

not attested not anchored not stored refs pending

Training Deep Boltzmann Networks with Sparse Ising Machines

Kerem Y. Camsari, Masoud Mohseni, Navid Anjum Aadit, Shaila Niazi, Shuvro Chowdhury, Yao Qin

arxiv:2303.10728 v2 · 2023-03-19 · cs.ET · 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{7ZQ4UFRYI7ELESCFEOE4GALMF2}

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	2026-07-05T08:24:55.175037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe61ca163847c8b248452389c3016c2ea6f34b352bdd5d1ae225e189a7cf1588

Aliases

arxiv: 2303.10728 · arxiv_version: 2303.10728v2 · doi: 10.48550/arxiv.2303.10728 · pith_short_12: 7ZQ4UFRYI7EL · pith_short_16: 7ZQ4UFRYI7ELESCF · pith_short_8: 7ZQ4UFRY

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/7ZQ4UFRYI7ELESCFEOE4GALMF2 \
  | 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: fe61ca163847c8b248452389c3016c2ea6f34b352bdd5d1ae225e189a7cf1588

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d2bfc8e9ad511544b15607ac147fe7137561d549a1f2637061e15104c3dd9cc",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.ET",
    "submitted_at": "2023-03-19T18:10:15Z",
    "title_canon_sha256": "2297726f6a5e02b2ea398722608c42693dfc586a4b2fedfeaf4830bdda9f60e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10728",
    "kind": "arxiv",
    "version": 2
  }
}