pith. sign in
Pith Number

pith:Q7PRFYY3

pith:2016:Q7PRFYY3NCGOMN73546BHKHFRY
not attested not anchored not stored refs pending

Determination of the edge of criticality in echo state networks through Fisher information maximization

Cesare Alippi, Filippo Maria Bianchi, Lorenzo Livi

arxiv:1603.03685 v2 · 2016-03-11 · physics.data-an · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Q7PRFYY3NCGOMN73546BHKHFRY}

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 2026-05-18T00:53:20.965521Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

87df12e31b688ce637fbef3c13a8e58e19a9dd5f3cbc470cb31435a32d8cc853

Aliases

arxiv: 1603.03685 · arxiv_version: 1603.03685v2 · doi: 10.48550/arxiv.1603.03685 · pith_short_12: Q7PRFYY3NCGO · pith_short_16: Q7PRFYY3NCGOMN73 · pith_short_8: Q7PRFYY3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Q7PRFYY3NCGOMN73546BHKHFRY \
  | 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: 87df12e31b688ce637fbef3c13a8e58e19a9dd5f3cbc470cb31435a32d8cc853
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e4a6818d3b6c959ccb8524d49ed0a1af5573575db26537c2e7f5d9976722aae3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2016-03-11T16:32:23Z",
    "title_canon_sha256": "5e062f08237c64e11c0af6334cfd8af20342d7d3857a9b60353f121ab065d652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.03685",
    "kind": "arxiv",
    "version": 2
  }
}