Pith Number

pith:WU6SUBPM

pith:2025:WU6SUBPM3Z3YTN7PC3B34IK7WV

not attested not anchored not stored refs pending

Reservoir Computation with Networks of Differentiating Neuron Ring Oscillators

Alexander Yeung, Arjun Karuvally, Edward Rietman, Hananel Hazan, Hava Siegelmann, Peter DelMastro

arxiv:2507.21377 v1 · 2025-07-28 · cs.NE · 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{WU6SUBPM3Z3YTN7PC3B34IK7WV}

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	2026-07-05T11:44:58.634803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b53d2a05ecde7789b7ef16c3be215fb550250c2ef96bab9e4cfb31d3cb128c38

Aliases

arxiv: 2507.21377 · arxiv_version: 2507.21377v1 · doi: 10.48550/arxiv.2507.21377 · pith_short_12: WU6SUBPM3Z3Y · pith_short_16: WU6SUBPM3Z3YTN7P · pith_short_8: WU6SUBPM

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/WU6SUBPM3Z3YTN7PC3B34IK7WV \
  | 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: b53d2a05ecde7789b7ef16c3be215fb550250c2ef96bab9e4cfb31d3cb128c38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52e7e4a1cdc254f22554d8b5360fa022c41a1c429f71cbfe440373f4c9ac492f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-07-28T22:57:21Z",
    "title_canon_sha256": "400bee18e2085a8eb97e0157138b1175dbc028bd624e0cfe73d8b4aaaf87a928"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21377",
    "kind": "arxiv",
    "version": 1
  }
}