Pith Number

pith:JWUMOBNB

pith:2024:JWUMOBNBKOPWTBBFQHJ3A3VEPO

not attested not anchored not stored refs pending

Fully-blind Neural Network Based Equalization for Severe Nonlinear Distortions in 112 Gbit/s Passive Optical Networks

Jonas Ney, Laurent Schmalen, Norbert Wehn, Patrick Matalla, Sebastian Randel, Vincent Lauinger

arxiv:2401.09579 v1 · 2024-01-17 · eess.SP · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JWUMOBNBKOPWTBBFQHJ3A3VEPO}

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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

Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications

Receipt and verification

First computed	2026-07-05T07:34:58.588573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4da8c705a1539f69842581d3b06ea47ba32bcff29293e61cbb8753c536cc50f1

Aliases

arxiv: 2401.09579 · arxiv_version: 2401.09579v1 · doi: 10.48550/arxiv.2401.09579 · pith_short_12: JWUMOBNBKOPW · pith_short_16: JWUMOBNBKOPWTBBF · pith_short_8: JWUMOBNB

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/JWUMOBNBKOPWTBBFQHJ3A3VEPO \
  | 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: 4da8c705a1539f69842581d3b06ea47ba32bcff29293e61cbb8753c536cc50f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63864deb84ad90f87f6cc69f9c7d75b49870566201192935213420881f3a7628",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-01-17T20:00:16Z",
    "title_canon_sha256": "b9ba1833ccd0c84cd0b5457e509d4a0e9cf8c63d761db4fcc4eaa6a5edef771b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09579",
    "kind": "arxiv",
    "version": 1
  }
}