Pith Number

pith:6EFTAA53

pith:2019:6EFTAA534JVCKBX7XKLRP4FCYB

not attested not anchored not stored refs pending

Biologically plausible deep learning -- but how far can we go with shallow networks?

Bernd Illing, Johanni Brea, Wulfram Gerstner

arxiv:1905.04101 v2 · 2019-02-27 · cs.NE · cs.LG · 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{6EFTAA534JVCKBX7XKLRP4FCYB}

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	2026-05-17T23:40:38.793611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f10b3003bbe26a2506ffba9717f0a2c0528665334d0162942803ba02bf708cec

Aliases

arxiv: 1905.04101 · arxiv_version: 1905.04101v2 · doi: 10.48550/arxiv.1905.04101 · pith_short_12: 6EFTAA534JVC · pith_short_16: 6EFTAA534JVCKBX7 · pith_short_8: 6EFTAA53

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/6EFTAA534JVCKBX7XKLRP4FCYB \
  | 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: f10b3003bbe26a2506ffba9717f0a2c0528665334d0162942803ba02bf708cec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca1b24488b6049ea306ed367b643a65ea4270a0f4ebe7d4e2f4c5315549f7ac7",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-02-27T13:16:28Z",
    "title_canon_sha256": "dd7d0bc68ac47a4cff85af0404961b9ab95a2178006acfe7affc6ce5a6d9f58b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04101",
    "kind": "arxiv",
    "version": 2
  }
}