Pith Number

pith:JGYG4U43

pith:2025:JGYG4U43BBDIK4VXMDA4LKG7WM

not attested not anchored not stored refs pending

Neural Architecture Search with Mixed Bio-inspired Learning Rules

Imane Hamzaoui, Riyadh Baghdadi

arxiv:2507.13485 v1 · 2025-07-17 · cs.NE · cs.AI · cs.CV · 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{JGYG4U43BBDIK4VXMDA4LKG7WM}

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	2026-07-05T11:39:18.183383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49b06e539b08468572b760c1c5a8dfb32e7b3a829d4486355eb0f5a8747e7c25

Aliases

arxiv: 2507.13485 · arxiv_version: 2507.13485v1 · doi: 10.48550/arxiv.2507.13485 · pith_short_12: JGYG4U43BBDI · pith_short_16: JGYG4U43BBDIK4VX · pith_short_8: JGYG4U43

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/JGYG4U43BBDIK4VXMDA4LKG7WM \
  | 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: 49b06e539b08468572b760c1c5a8dfb32e7b3a829d4486355eb0f5a8747e7c25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3105dac43b031921137692204185244afcaa9d3f900ea0fead8017c2db07250b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-07-17T18:49:38Z",
    "title_canon_sha256": "2121e657b0da16e2836d79543d8315a6247d60af9df9faae8b594fad9fdcbba0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13485",
    "kind": "arxiv",
    "version": 1
  }
}