Pith Number

pith:G474JROM

pith:2020:G474JROMKI6UAMRO7MZJ5KPBES

not attested not anchored not stored refs pending

On Approximation Capabilities of ReLU Activation and Softmax Output Layer in Neural Networks

Behnam Asadi, Hui Jiang

arxiv:2002.04060 v1 · 2020-02-10 · cs.LG · cs.NE · stat.ML

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

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\usepackage{pith}
\pithnumber{G474JROMKI6UAMRO7MZJ5KPBES}

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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

Hybrid quantum-classical neural network for sentiment analysis

Receipt and verification

First computed	2026-07-05T00:39:41.749178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

373fc4c5cc523d40322efb329ea9e1248bdccdb952e268a88ba873cf11af8366

Aliases

arxiv: 2002.04060 · arxiv_version: 2002.04060v1 · doi: 10.48550/arxiv.2002.04060 · pith_short_12: G474JROMKI6U · pith_short_16: G474JROMKI6UAMRO · pith_short_8: G474JROM

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/G474JROMKI6UAMRO7MZJ5KPBES \
  | 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: 373fc4c5cc523d40322efb329ea9e1248bdccdb952e268a88ba873cf11af8366

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9dd2fdca2c1ef836897059da0db1f7a2ad67537abffb69416230ab6bd8abe7d",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T19:48:47Z",
    "title_canon_sha256": "a7e6f9b901756c0b97ab24ff3a1a3eed2b3e0c916b60046f14fa59afef79a0fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.04060",
    "kind": "arxiv",
    "version": 1
  }
}