Pith Number

pith:YKNN26FL

pith:2016:YKNN26FL5XDXD7YXENFDXI3T27

not attested not anchored not stored refs pending

Exponential expressivity in deep neural networks through transient chaos

Ben Poole, Jascha Sohl-Dickstein, Maithra Raghu, Subhaneil Lahiri, Surya Ganguli

arxiv:1606.05340 v2 · 2016-06-16 · stat.ML · cond-mat.dis-nn · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKNN26FL5XDXD7YXENFDXI3T27}

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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

2 papers in Pith

Bayesian Inference with Shaped Deep Non-linear MLPs

Information as Maximum-Caliber Deviation: A bridge between Integrated Information Theory and the Free Energy Principle

Receipt and verification

First computed	2026-05-18T01:12:11.321470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c29add78abedc771ff17234a3ba373d7c9aa28c26457669d3da4f7a19aefb6e1

Aliases

arxiv: 1606.05340 · arxiv_version: 1606.05340v2 · doi: 10.48550/arxiv.1606.05340 · pith_short_12: YKNN26FL5XDX · pith_short_16: YKNN26FL5XDXD7YX · pith_short_8: YKNN26FL

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/YKNN26FL5XDXD7YXENFDXI3T27 \
  | 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: c29add78abedc771ff17234a3ba373d7c9aa28c26457669d3da4f7a19aefb6e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ada722806730540472d186a8b49f05a6a7899866b79685891b27a677f89e470e",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-06-16T19:59:57Z",
    "title_canon_sha256": "db6eade9e497ca57b1167d74ae260b9066d61e1c5ef03607c4df1a416d04b6e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.05340",
    "kind": "arxiv",
    "version": 2
  }
}