Pith Number

pith:V6XONEXS

pith:2021:V6XONEXSXSB4VTP4CF3GHEXJ55

not attested not anchored not stored refs pending

Representation learning for neural population activity with Neural Data Transformers

Chethan Pandarinath, Joel Ye

arxiv:2108.01210 v1 · 2021-08-02 · 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{V6XONEXSXSB4VTP4CF3GHEXJ55}

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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

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

Implicit Behavioral Decoding from Next-Step Spike Forecasts at Population Scale

CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data

OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens

Receipt and verification

First computed	2026-07-05T06:33:01.262878Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afaee692f2bc83cacdfc11766392e9ef460e880c8b9d8f8feb4675289152ad53

Aliases

arxiv: 2108.01210 · arxiv_version: 2108.01210v1 · doi: 10.48550/arxiv.2108.01210 · pith_short_12: V6XONEXSXSB4 · pith_short_16: V6XONEXSXSB4VTP4 · pith_short_8: V6XONEXS

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/V6XONEXSXSB4VTP4CF3GHEXJ55 \
  | 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: afaee692f2bc83cacdfc11766392e9ef460e880c8b9d8f8feb4675289152ad53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ec075d7b4ba4ee2a12b94353cdd1d2b3a1579812ef83959709ee20cb1c86832",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2021-08-02T23:36:39Z",
    "title_canon_sha256": "fe773099791fb9686790701c6b52d3329e63e51643490b1aef5ca550c2fb6d8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.01210",
    "kind": "arxiv",
    "version": 1
  }
}