Pith Number

pith:M3ZKGF3B

pith:2019:M3ZKGF3BK22TBBG2APA365HCDB

not attested not anchored not stored refs pending

Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems

Andre van Schaik, Hesham Mostafa, Mark D. McDonnell, Runchun Wang

arxiv:1907.06916 v2 · 2019-07-16 · cs.LG · cs.CV · cs.NE · 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{M3ZKGF3BK22TBBG2APA365HCDB}

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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.

Receipt and verification

First computed	2026-05-17T23:40:03.145251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66f2a3176156b53084da03c1bf74e218412d2911488d48747fe0271be2453d68

Aliases

arxiv: 1907.06916 · arxiv_version: 1907.06916v2 · doi: 10.48550/arxiv.1907.06916 · pith_short_12: M3ZKGF3BK22T · pith_short_16: M3ZKGF3BK22TBBG2 · pith_short_8: M3ZKGF3B

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/M3ZKGF3BK22TBBG2APA365HCDB \
  | 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: 66f2a3176156b53084da03c1bf74e218412d2911488d48747fe0271be2453d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79afb9050fa86cce7053d6ddd7c1e022a89bbedb7b4bf8119e4b72401a378440",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-16T09:42:02Z",
    "title_canon_sha256": "dfdd3d83035b8f4e7fd392c9fe2357e6536ccaf8efa1d0486d5de975d76bb34c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06916",
    "kind": "arxiv",
    "version": 2
  }
}