Pith Number

pith:WLS4WNYZ

pith:2025:WLS4WNYZHAHBU3MGMMJZN6TZNU

not attested not anchored not stored refs pending

Arbitrary Precision Printed Ternary Neural Networks with Holistic Evolutionary Approximation

Georgios Zervakis, Konstantinos Balaskas, Mehdi B. Tahoori, Paula Carolina Lozano Duarte, Vojtech Mrazek, Zdenek Vasicek

arxiv:2508.19660 v3 · 2025-08-27 · eess.SP · cs.AI · 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{WLS4WNYZHAHBU3MGMMJZN6TZNU}

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	2026-07-05T12:03:52.003835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2e5cb3719380e1a6d86631396fa796d33ae3bf922deb5a0f5a42deb7f31ab24

Aliases

arxiv: 2508.19660 · arxiv_version: 2508.19660v3 · doi: 10.48550/arxiv.2508.19660 · pith_short_12: WLS4WNYZHAHB · pith_short_16: WLS4WNYZHAHBU3MG · pith_short_8: WLS4WNYZ

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/WLS4WNYZHAHBU3MGMMJZN6TZNU \
  | 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: b2e5cb3719380e1a6d86631396fa796d33ae3bf922deb5a0f5a42deb7f31ab24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42d775ca22765dd0824d8a65eba917b1dfc1852dc46068fdd3eb227f66974ae8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-08-27T08:19:22Z",
    "title_canon_sha256": "d67f2bc8e63494f3d5fa85af8ffe8f47fd28efb04a2fa07a2efdf7ce39020b1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19660",
    "kind": "arxiv",
    "version": 3
  }
}