Pith Number

pith:MO2A4VF5

pith:2021:MO2A4VF5PICIAVYA6DIMZ2IQZD

not attested not anchored not stored refs pending

Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity

Anqi Wu, Chethan Pandarinath, David Zoltowski, Eva L. Dyer, Felix Pei, Hansem Sohn, Il Memming Park, Joel Ye, Jonathan Pillow, Joseph E. O'Doherty, Krishna V. Shenoy, Lee E. Miller, Mark Churchland, Matthew T. Kaufman, Mehrdad Jazayeri, Raeed H. Chowdhury

arxiv:2109.04463 v4 · 2021-09-09 · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MO2A4VF5PICIAVYA6DIMZ2IQZD}

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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

4 papers in Pith

BEAST3D: Animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting

Computation-Aware Kalman Filtering with Model Selection for Neural Dynamics

Neuroprobe: Evaluating Intracranial Brain Responses to Naturalistic Stimuli

SpikeProphecy: A Large-Scale Benchmark for Autoregressive Neural Population Forecasting

Receipt and verification

First computed	2026-07-05T03:48:44.906038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63b40e54bd7a04805700f0d0cce910c8df9211037e70ed37e2177e4e1c5e6cb1

Aliases

arxiv: 2109.04463 · arxiv_version: 2109.04463v4 · doi: 10.48550/arxiv.2109.04463 · pith_short_12: MO2A4VF5PICI · pith_short_16: MO2A4VF5PICIAVYA · pith_short_8: MO2A4VF5

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/MO2A4VF5PICIAVYA6DIMZ2IQZD \
  | 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: 63b40e54bd7a04805700f0d0cce910c8df9211037e70ed37e2177e4e1c5e6cb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7772aac022d0dbf3dd4a89d6097506e1f6dc70408e2cd2c5b1f5f31be8aa643",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-09T17:58:35Z",
    "title_canon_sha256": "2640983012926b57a123c30202c0c1d99a9b044e6b39a2f28f3b12e5207a76a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.04463",
    "kind": "arxiv",
    "version": 4
  }
}