Pith Number

pith:MXN2O4HM

pith:2018:MXN2O4HMLKL3BGJYFCBHJCJRLN

not attested not anchored not stored refs pending

How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks

Achim Schilling, Claus Metzner, Holger Schulze, Jonas Rietsch, Patrick Krauss, Richard Gerum

arxiv:1811.01753 v2 · 2018-11-05 · 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{MXN2O4HMLKL3BGJYFCBHJCJRLN}

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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

Ten Years of the Stochastic Resonance Model of Tinnitus: From Phantom Perception to Adaptive Sensory Optimization

Receipt and verification

First computed	2026-07-05T05:02:07.992699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65dba770ec5a97b0993828827489315b430654e09b439d493a75ae631990d900

Aliases

arxiv: 1811.01753 · arxiv_version: 1811.01753v2 · doi: 10.48550/arxiv.1811.01753 · pith_short_12: MXN2O4HMLKL3 · pith_short_16: MXN2O4HMLKL3BGJY · pith_short_8: MXN2O4HM

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/MXN2O4HMLKL3BGJYFCBHJCJRLN \
  | 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: 65dba770ec5a97b0993828827489315b430654e09b439d493a75ae631990d900

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b15b97f491bd319544de989b9dd484c69dd1b6167ec9be46e5d5f6d4a9fce234",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-05T14:46:12Z",
    "title_canon_sha256": "77d6bfcc4dd636bf9f876bda31ae56e941c5bd30c259473e1ade61922ac9a2a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.01753",
    "kind": "arxiv",
    "version": 2
  }
}