Pith. sign in
Pith Number

pith:GQI6PNG2

pith:2024:GQI6PNG2ZICFX3TM5FIJV2LBUQ
not attested not anchored not stored refs pending

Reservoir Computing Generalized

Kohei Nakajima, Sumito Tsunegi, Tomoyuki Kubota, Yusuke Imai

arxiv:2412.12104 v1 · 2024-11-23 · nlin.CD · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GQI6PNG2ZICFX3TM5FIJV2LBUQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-07-05T09:50:09.786847Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3411e7b4daca045bee6ce9509ae961a4253d4965ca0eba33bbe9de9b5052f25a

Aliases

arxiv: 2412.12104 · arxiv_version: 2412.12104v1 · doi: 10.48550/arxiv.2412.12104 · pith_short_12: GQI6PNG2ZICF · pith_short_16: GQI6PNG2ZICFX3TM · pith_short_8: GQI6PNG2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GQI6PNG2ZICFX3TM5FIJV2LBUQ \
  | 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: 3411e7b4daca045bee6ce9509ae961a4253d4965ca0eba33bbe9de9b5052f25a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "452d420ba8af71739ca3d205162ba265901645212b255922ea6fd173704b5b65",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "nlin.CD",
    "submitted_at": "2024-11-23T05:02:47Z",
    "title_canon_sha256": "c432f9aee1d3c8e8e2f47ef3a64782462deaae763e7f1bb21636d7f91ddbbf71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12104",
    "kind": "arxiv",
    "version": 1
  }
}