Pith Number

pith:ETKYYLS6

pith:2024:ETKYYLS6HWKZWCZIPJ4RP3MIWV

not attested not anchored not stored refs pending

Activations Through Extensions: A Framework To Boost Performance Of Neural Networks

Arindam Jati, Chandramouli Kamanchi, Dzung Phan, Kameshwaran Sampath, Pankaj Dayama, Sumanta Mukherjee, Vijay Ekambaram

arxiv:2408.03599 v2 · 2024-08-07 · cs.LG · cs.AI · cs.NA · cs.NE · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ETKYYLS6HWKZWCZIPJ4RP3MIWV}

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	2026-07-05T08:55:51.885737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24d58c2e5e3d959b0b287a7917ed88b545dd2233b4004c5a7c5912567d884055

Aliases

arxiv: 2408.03599 · arxiv_version: 2408.03599v2 · doi: 10.48550/arxiv.2408.03599 · pith_short_12: ETKYYLS6HWKZ · pith_short_16: ETKYYLS6HWKZWCZI · pith_short_8: ETKYYLS6

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/ETKYYLS6HWKZWCZIPJ4RP3MIWV \
  | 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: 24d58c2e5e3d959b0b287a7917ed88b545dd2233b4004c5a7c5912567d884055

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aac37732d3b487b136d35896c0b1c591dbc229bc718987cc5d5e805f6960c971",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NA",
      "cs.NE",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-07T07:36:49Z",
    "title_canon_sha256": "3a9734e76d2dc8cb0dd588a7428bebd1cfd110e3491389e868896fe8a16f8bc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03599",
    "kind": "arxiv",
    "version": 2
  }
}