Pith Number

pith:THJGSKUP

pith:2024:THJGSKUPTT5G4GYZTP7KPGX4YV

not attested not anchored not stored refs pending

Linearly Constrained Weights: Reducing Activation Shift for Faster Training of Neural Networks

Takuro Kutsuna

arxiv:2403.13833 v1 · 2024-03-08 · cs.NE · 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{THJGSKUPTT5G4GYZTP7KPGX4YV}

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	2026-07-05T07:58:50.669217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99d2692a8f9cfa6e1b199bfea79afcc54df242a688ffe7aee45176680f833f19

Aliases

arxiv: 2403.13833 · arxiv_version: 2403.13833v1 · doi: 10.48550/arxiv.2403.13833 · pith_short_12: THJGSKUPTT5G · pith_short_16: THJGSKUPTT5G4GYZ · pith_short_8: THJGSKUP

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/THJGSKUPTT5G4GYZTP7KPGX4YV \
  | 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: 99d2692a8f9cfa6e1b199bfea79afcc54df242a688ffe7aee45176680f833f19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa10b1e7d3c33f2f6a03fff8654d61aac6a4344c81639b393d1d7404c6b01f40",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-03-08T01:01:24Z",
    "title_canon_sha256": "0cac7956b5eca2e90202e5bc205d3a64b4c9578f19b3070f3a8a18fcf87bf2b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13833",
    "kind": "arxiv",
    "version": 1
  }
}