Pith Number

pith:QACDKC7S

pith:2023:QACDKC7SR4ZC6F7GGRIGHDUCTU

not attested not anchored not stored refs pending

Saturated Non-Monotonic Activation Functions

Junjia Chen, Zhibin Pan

arxiv:2305.07537 v2 · 2023-05-12 · cs.NE · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QACDKC7SR4ZC6F7GGRIGHDUCTU}

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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	2026-07-05T06:13:39.430069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8004350bf28f322f17e63450638e829d089d531bc61bd5d562bcdf51fe5e7bbc

Aliases

arxiv: 2305.07537 · arxiv_version: 2305.07537v2 · doi: 10.48550/arxiv.2305.07537 · pith_short_12: QACDKC7SR4ZC · pith_short_16: QACDKC7SR4ZC6F7G · pith_short_8: QACDKC7S

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/QACDKC7SR4ZC6F7GGRIGHDUCTU \
  | 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: 8004350bf28f322f17e63450638e829d089d531bc61bd5d562bcdf51fe5e7bbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c44b75a6f8b3f2f4e25842e20c64aab6cf10a77d25b0771a77b1bda57258206",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-05-12T15:01:06Z",
    "title_canon_sha256": "fe7810dc6639893850e2a8a0f5b2eda99baacaad02a93d5f32d0a8ebe9b1ecf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07537",
    "kind": "arxiv",
    "version": 2
  }
}