Pith Number

pith:N4MOBDTL

pith:2019:N4MOBDTLJAANA47W6UTOED4S5B

not attested not anchored not stored refs pending

Deep network as memory space: complexity, generalization, disentangled representation and interpretability

L. Zhou, X. Dong

arxiv:1907.06572 v1 · 2019-07-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N4MOBDTLJAANA47W6UTOED4S5B}

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	2026-05-17T23:40:37.391716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f18e08e6b4800d073f6f526e20f92e861a4203f0ebe6df0616b572db027e628

Aliases

arxiv: 1907.06572 · arxiv_version: 1907.06572v1 · doi: 10.48550/arxiv.1907.06572 · pith_short_12: N4MOBDTLJAAN · pith_short_16: N4MOBDTLJAANA47W · pith_short_8: N4MOBDTL

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/N4MOBDTLJAANA47W6UTOED4S5B \
  | 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: 6f18e08e6b4800d073f6f526e20f92e861a4203f0ebe6df0616b572db027e628

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08d127a87406a879156a9106d412a556dd672575b3c36f9190b66e80a966bcb5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-12T12:55:59Z",
    "title_canon_sha256": "e6ae3245c18552fac43b8f14ffc77d11c12d674ddc3bc687623ba9c5cc8dd8da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06572",
    "kind": "arxiv",
    "version": 1
  }
}