Pith Number

pith:PNZBMFYB

pith:2024:PNZBMFYBUAS5O56A7WBYSYFI34

not attested not anchored not stored refs pending

Spring-block theory of feature learning in deep neural networks

Cheng Shi, Ivan Dokmani\'c, Liming Pan

arxiv:2407.19353 v4 · 2024-07-28 · cond-mat.dis-nn · cond-mat.stat-mech · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PNZBMFYBUAS5O56A7WBYSYFI34}

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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

Kernel shape renormalization explains output-output correlations in finite Bayesian one-hidden-layer networks

Receipt and verification

First computed	2026-07-05T11:28:10.643073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b72161701a025d777c0fd838960a8df0f04ff2a9c974d31f6c921718bfcc0c6

Aliases

arxiv: 2407.19353 · arxiv_version: 2407.19353v4 · doi: 10.48550/arxiv.2407.19353 · pith_short_12: PNZBMFYBUAS5 · pith_short_16: PNZBMFYBUAS5O56A · pith_short_8: PNZBMFYB

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/PNZBMFYBUAS5O56A7WBYSYFI34 \
  | 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: 7b72161701a025d777c0fd838960a8df0f04ff2a9c974d31f6c921718bfcc0c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "783e803b75ff9da1bc3c6c165cfa6627c5a2ac3b79b046101ff40f707bad8145",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2024-07-28T00:07:20Z",
    "title_canon_sha256": "616cdeb288362cdd0cd665caf2add29c6ef008bf88ef7e1e613af4539d745e68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19353",
    "kind": "arxiv",
    "version": 4
  }
}