Pith Number

pith:NRBEYANT

pith:2024:NRBEYANTSM4K4P22M2D5VA4YT4

not attested not anchored not stored refs pending

Oscillations enhance time-series prediction in reservoir computing with feedback

Jihoon Park, Minoru Asada, Takashi Morita, Yuji Kawai

arxiv:2406.02867 v1 · 2024-06-05 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NRBEYANTSM4K4P22M2D5VA4YT4}

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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

Modulating Reservoir Dynamics via Reinforcement Learning for Efficient Robot Skill Synthesis

Receipt and verification

First computed	2026-07-05T11:25:01.801241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c424c01b39338ae3f5a6687da83989f1c3a578d8e87f9e618d9837d131853e0

Aliases

arxiv: 2406.02867 · arxiv_version: 2406.02867v1 · doi: 10.48550/arxiv.2406.02867 · pith_short_12: NRBEYANTSM4K · pith_short_16: NRBEYANTSM4K4P22 · pith_short_8: NRBEYANT

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/NRBEYANTSM4K4P22M2D5VA4YT4 \
  | 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: 6c424c01b39338ae3f5a6687da83989f1c3a578d8e87f9e618d9837d131853e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "328b8d88836ec2350c771812a4ddbbedc6226c5f0d3023916896141db2aa6f30",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T02:30:29Z",
    "title_canon_sha256": "4fc4ba685e0678ab29f8f7923f4c7006c29ec0aea7368d92b60829606f047bdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02867",
    "kind": "arxiv",
    "version": 1
  }
}