Pith Number

pith:OKFORWIZ

pith:2023:OKFORWIZEKIOC73XNG7ST2KTQL

not attested not anchored not stored refs pending

TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks

Abu Sayeed, Azmain Yakin Srizon, Md. Ali Hossain, Md. Mehedi Hasan

arxiv:2305.04402 v2 · 2023-05-08 · 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{OKFORWIZEKIOC73XNG7ST2KTQL}

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	2026-07-05T06:11:45.945946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

728ae8d9192290e17f7769bf29e95382f96801c75c518bca7c1e318b553258af

Aliases

arxiv: 2305.04402 · arxiv_version: 2305.04402v2 · doi: 10.48550/arxiv.2305.04402 · pith_short_12: OKFORWIZEKIO · pith_short_16: OKFORWIZEKIOC73X · pith_short_8: OKFORWIZ

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/OKFORWIZEKIOC73XNG7ST2KTQL \
  | 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: 728ae8d9192290e17f7769bf29e95382f96801c75c518bca7c1e318b553258af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecf1d40cd9766d0d94ddc297e5bbdd4575b098518db79aa990512c1cce46f17b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-08T01:13:59Z",
    "title_canon_sha256": "0c8a4dd9f5c0c378ce2162b6cebbf66bbc91ea2f6468a713fb855c1d80a33204"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04402",
    "kind": "arxiv",
    "version": 2
  }
}