Pith Number

pith:FOVZV2AR

pith:2021:FOVZV2ARQUOFSWZ3RHUWDMVAGC

not attested not anchored not stored refs pending

SMU: smooth activation function for deep networks using smoothing maximum technique

Ashish Kumar Pandey, Koushik Biswas, Sandeep Kumar, Shilpak Banerjee

arxiv:2111.04682 v2 · 2021-11-08 · cs.LG · cs.AI · cs.CV · cs.NE

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\usepackage{pith}
\pithnumber{FOVZV2ARQUOFSWZ3RHUWDMVAGC}

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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

Geometric Monomial (GEM): a family of rational 2N-differentiable activation functions

Receipt and verification

First computed	2026-07-05T04:13:11.224870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bab9ae811851c595b3b89e961b2a030ab597b89beb8115099238b3f9d96e956

Aliases

arxiv: 2111.04682 · arxiv_version: 2111.04682v2 · doi: 10.48550/arxiv.2111.04682 · pith_short_12: FOVZV2ARQUOF · pith_short_16: FOVZV2ARQUOFSWZ3 · pith_short_8: FOVZV2AR

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/FOVZV2ARQUOFSWZ3RHUWDMVAGC \
  | 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: 2bab9ae811851c595b3b89e961b2a030ab597b89beb8115099238b3f9d96e956

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65845258ab75b6c16984116f2f4759c51ec5ddf30a2136b38aa7d955dfdace3f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-08T17:54:08Z",
    "title_canon_sha256": "b0f756d4c90c32486261eb08c64b05d78d18f9a79d050b77432b01eeab2b0267"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.04682",
    "kind": "arxiv",
    "version": 2
  }
}