Pith Number

pith:NXPDRE6I

pith:2022:NXPDRE6ICXWHFSYZHAD3F3K5KH

not attested not anchored not stored refs pending

Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy

Ali Kavoosi, Andrew Sharott, Antonio Valentin, Mayela Zamora, Moaad Benjaber, Robert Toth, Timothy Denison

arxiv:2204.12938 v2 · 2022-04-27 · eess.SP · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXPDRE6ICXWHFSYZHAD3F3K5KH}

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	2026-07-05T05:32:44.414933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dde3893c815ec72cb193807b2ed5d51e321a16679e85978bde6931841f4e8fc

Aliases

arxiv: 2204.12938 · arxiv_version: 2204.12938v2 · doi: 10.48550/arxiv.2204.12938 · pith_short_12: NXPDRE6ICXWH · pith_short_16: NXPDRE6ICXWHFSYZ · pith_short_8: NXPDRE6I

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/NXPDRE6ICXWHFSYZHAD3F3K5KH \
  | 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: 6dde3893c815ec72cb193807b2ed5d51e321a16679e85978bde6931841f4e8fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45173a22bce99daaccb7c1cc0ae556ea73e0be9352a2f2a19ca38774807bc632",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-04-27T13:44:08Z",
    "title_canon_sha256": "b3f3adcba44c731d1b0a85d3edd9d71b590c9b12c84162a59199b582ca54115c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.12938",
    "kind": "arxiv",
    "version": 2
  }
}