Pith. sign in
Pith Number

pith:C22NM3HZ

pith:2021:C22NM3HZCEAKT3QR44RGQXDKB2
not attested not anchored not stored refs pending

Bayesian optimization of distributed neurodynamical controller models for spatial navigation

Armin Hadzic, Grace M. Hwang, Joseph D. Monaco, Kechen Zhang, Kevin M. Schultz

arxiv:2111.00599 v1 · 2021-10-31 · cs.MA · cs.LG · cs.NE · q-bio.NC · q-bio.QM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C22NM3HZCEAKT3QR44RGQXDKB2}

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 2026-07-05T03:27:44.762866Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

16b4d66cf91100a9ee11e722685c6a0ebef167f47b66c1c1278c1343dd001a5c

Aliases

arxiv: 2111.00599 · arxiv_version: 2111.00599v1 · doi: 10.48550/arxiv.2111.00599 · pith_short_12: C22NM3HZCEAK · pith_short_16: C22NM3HZCEAKT3QR · pith_short_8: C22NM3HZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C22NM3HZCEAKT3QR44RGQXDKB2 \
  | 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: 16b4d66cf91100a9ee11e722685c6a0ebef167f47b66c1c1278c1343dd001a5c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "74eb29ed9ffbb5c07d1f4e5a30e5e864237b85461d93c086c2b3c591c3b890ea",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "q-bio.NC",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2021-10-31T21:43:06Z",
    "title_canon_sha256": "ac825ec881c0854462c9a7f8025f128e233f4bf9f7403ed2f6cfabb509c617f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.00599",
    "kind": "arxiv",
    "version": 1
  }
}