Pith Number

pith:56IV7CFM

pith:2016:56IV7CFMVGY4UEJ27EPESKFEKU

not attested not anchored not stored refs pending

Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks

Anh Nguyen, Jason Yosinski, Jeff Clune

arxiv:1602.03616 v2 · 2016-02-11 · cs.NE · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56IV7CFMVGY4UEJ27EPESKFEKU}

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.

Cited by

4 papers in Pith

Generative Counterfactual Introspection for Explainable Deep Learning

Towards Debugging Deep Neural Networks by Generating Speech Utterances

Toy Combinatorial Interpretability Models Reveal Lottery Tickets in Early Feature Space

Deep Dreams Are Made of This: Visualizing Monosemantic Features in Diffusion Models

Receipt and verification

First computed	2026-05-18T01:15:22.667349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef915f88aca9b1ca113af91e4928a45500b2f8986a79a2e402fe7a77c9b943b9

Aliases

arxiv: 1602.03616 · arxiv_version: 1602.03616v2 · doi: 10.48550/arxiv.1602.03616 · pith_short_12: 56IV7CFMVGY4 · pith_short_16: 56IV7CFMVGY4UEJ2 · pith_short_8: 56IV7CFM

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/56IV7CFMVGY4UEJ27EPESKFEKU \
  | 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: ef915f88aca9b1ca113af91e4928a45500b2f8986a79a2e402fe7a77c9b943b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a4c979a44cca270967720cd0003aaf6cdd91ea193daab668b6310766a2300c1",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2016-02-11T05:10:42Z",
    "title_canon_sha256": "92850399ba5e618e603e77c2c98c070b1b621d156d20c13575bbd1f16dcc9887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.03616",
    "kind": "arxiv",
    "version": 2
  }
}