Pith Number

pith:B4ZIMM35

pith:2022:B4ZIMM355KSBX3WJKMZIXTNLPC

not attested not anchored not stored refs pending

Expressive architectures enhance interpretability of dynamics-based neural population models

Andrew R. Sedler, Chethan Pandarinath, Christopher Versteeg

arxiv:2212.03771 v4 · 2022-12-07 · q-bio.NC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B4ZIMM355KSBX3WJKMZIXTNLPC}

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	2026-07-05T06:26:17.503902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f3286337deaa41beec953328bcdab78ae1821ae5535d6faeb9b5b5045feab4a

Aliases

arxiv: 2212.03771 · arxiv_version: 2212.03771v4 · doi: 10.48550/arxiv.2212.03771 · pith_short_12: B4ZIMM355KSB · pith_short_16: B4ZIMM355KSBX3WJ · pith_short_8: B4ZIMM35

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/B4ZIMM355KSBX3WJKMZIXTNLPC \
  | 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: 0f3286337deaa41beec953328bcdab78ae1821ae5535d6faeb9b5b5045feab4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fe69b4a6580c924df22297010fe907900dda52a86d430b34a74a9030768e608",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2022-12-07T16:44:26Z",
    "title_canon_sha256": "04dc793be755efc79da1519697230b78ae2b906391c1135df77c8a46e20cfef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03771",
    "kind": "arxiv",
    "version": 4
  }
}