Pith Number

pith:F5IQ6VL5

pith:2018:F5IQ6VL5GKBWPCPI57RJYAONRA

not attested not anchored not stored refs pending

Training Competitive Binary Neural Networks from Scratch

Adrian Loy, Christoph Meinel, Haojin Yang, Joseph Bethge, Marvin Bornstein

arxiv:1812.01965 v1 · 2018-12-05 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5IQ6VL5GKBWPCPI57RJYAONRA}

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	2026-05-17T23:59:00.049246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f510f557d32836789e8efe29c01cd880a0e70dc1eecf9d8d27517e6c275af1d

Aliases

arxiv: 1812.01965 · arxiv_version: 1812.01965v1 · doi: 10.48550/arxiv.1812.01965 · pith_short_12: F5IQ6VL5GKBW · pith_short_16: F5IQ6VL5GKBWPCPI · pith_short_8: F5IQ6VL5

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/F5IQ6VL5GKBWPCPI57RJYAONRA \
  | 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: 2f510f557d32836789e8efe29c01cd880a0e70dc1eecf9d8d27517e6c275af1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c39dae32b028061e32dbfc2d916b646198e39c0d3da88b08bed949803e0b7b7a",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-05T12:48:50Z",
    "title_canon_sha256": "ed75e56a609527a7c33a2cce9a8480884b2153f0e9599b7ad8b1f06e0337aa21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01965",
    "kind": "arxiv",
    "version": 1
  }
}