Pith Number

pith:JABGWCWI

pith:2025:JABGWCWI65KD6R6HOZDCHO3EX7

not attested not anchored not stored refs pending

Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs

Adrian Wheeldon, Alex Yakovlev, Bob Pattison, Gang Mao, Marcos Sartori, Rishad Shafik, Sidharth Maheshwari, Tousif Rahman

arxiv:2502.07823 v1 · 2025-02-10 · cs.AR · cs.AI · 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{JABGWCWI65KD6R6HOZDCHO3EX7}

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	2026-07-05T10:13:10.648060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48026b0ac8f7543f47c7764623bb64bfc60c956311f8af8e5510572cd6b48eaf

Aliases

arxiv: 2502.07823 · arxiv_version: 2502.07823v1 · doi: 10.48550/arxiv.2502.07823 · pith_short_12: JABGWCWI65KD · pith_short_16: JABGWCWI65KD6R6H · pith_short_8: JABGWCWI

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/JABGWCWI65KD6R6HOZDCHO3EX7 \
  | 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: 48026b0ac8f7543f47c7764623bb64bfc60c956311f8af8e5510572cd6b48eaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1606429d03a97eeb4b04ff83a93bf76819f44e9a438398238320b78288523013",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-02-10T12:49:22Z",
    "title_canon_sha256": "7fa1e9fee1e9b6ed068fed4590cbbd25988adb32dc5f4c01477292cf4dd46872"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07823",
    "kind": "arxiv",
    "version": 1
  }
}