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Pith
Pith Number

pith:4CGGDV5U

pith:2023:4CGGDV5UYY7266HYFZGF5KO7IP
not attested not anchored not stored refs pending

Learning Channel Capacity with Neural Mutual Information Estimator Based on Message Importance Measure

Chenghui Peng, Khaled B. Letaief, Pingyi Fan, Rui She, Zhefan Li

arxiv:2312.01546 v1 · 2023-12-04 · cs.IT · eess.SP · math.IT

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\usepackage{pith}
\pithnumber{4CGGDV5UYY7266HYFZGF5KO7IP}

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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.
Receipt and verification
First computed 2026-07-05T07:19:56.422630Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e08c61d7b4c63faf78f82e4c5ea9df43f1b4447d51fba5c73db7fe4172f47fc2

Aliases

arxiv: 2312.01546 · arxiv_version: 2312.01546v1 · doi: 10.48550/arxiv.2312.01546 · pith_short_12: 4CGGDV5UYY72 · pith_short_16: 4CGGDV5UYY7266HY · pith_short_8: 4CGGDV5U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4CGGDV5UYY7266HYFZGF5KO7IP \
  | 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: e08c61d7b4c63faf78f82e4c5ea9df43f1b4447d51fba5c73db7fe4172f47fc2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7250c4b47161f8d987dc6aea942e326c519a266dd8a9cb64ab7fcf99c2dc4ab7",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-12-04T00:26:00Z",
    "title_canon_sha256": "58aa24aae604fb321b1f8bbfe7eb7418c71f3bcdef07c9022f89d0d67430770d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01546",
    "kind": "arxiv",
    "version": 1
  }
}