Pith Number

pith:7ALYVULC

pith:2025:7ALYVULCGF6S2XWS6HH2F6OVMV

not attested not anchored not stored refs pending

How to Train an Oscillator Ising Machine using Equilibrium Propagation

Alex Gower

arxiv:2505.02103 v5 · 2025-05-04 · cond-mat.dis-nn

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7ALYVULCGF6S2XWS6HH2F6OVMV}

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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.

Cited by

1 paper in Pith

The Phase Is the Gradient: Equilibrium Propagation for Frequency Learning in Kuramoto Networks

Receipt and verification

First computed	2026-07-05T11:54:46.586488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8178ad162317d2d5ed2f1cfa2f9d565592488021aad2fb5f0636ad8b98c44d7

Aliases

arxiv: 2505.02103 · arxiv_version: 2505.02103v5 · doi: 10.48550/arxiv.2505.02103 · pith_short_12: 7ALYVULCGF6S · pith_short_16: 7ALYVULCGF6S2XWS · pith_short_8: 7ALYVULC

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/7ALYVULCGF6S2XWS6HH2F6OVMV \
  | 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: f8178ad162317d2d5ed2f1cfa2f9d565592488021aad2fb5f0636ad8b98c44d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba5538bb8b15ed73fbc369b2da91cde7a487dbf459a662d4b2272e2afe402615",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2025-05-04T13:17:15Z",
    "title_canon_sha256": "eea6951826fb102c30d89328c35463ed9e4cfae6dd2e3da7201e68384e07b509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02103",
    "kind": "arxiv",
    "version": 5
  }
}