Pith Number

pith:ZBL2IONT

pith:2021:ZBL2IONTQIBLPUWR7BZPDYWGPA

not attested not anchored not stored refs pending

BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks

Guangzhi Tang, Ioannis Polykretis, Konstantinos P. Michmizos, Neelesh Kumar

arxiv:2110.14092 v1 · 2021-10-27 · cs.NE · 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{ZBL2IONTQIBLPUWR7BZPDYWGPA}

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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

1 paper in Pith

Full Integer Arithmetic Online Training for Spiking Neural Networks

Receipt and verification

First computed	2026-07-05T03:26:23.775886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c857a439b38202b7d2d1f872f1e2c67800351971f5568120641ff930672b8dec

Aliases

arxiv: 2110.14092 · arxiv_version: 2110.14092v1 · doi: 10.48550/arxiv.2110.14092 · pith_short_12: ZBL2IONTQIBL · pith_short_16: ZBL2IONTQIBLPUWR · pith_short_8: ZBL2IONT

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/ZBL2IONTQIBLPUWR7BZPDYWGPA \
  | 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: c857a439b38202b7d2d1f872f1e2c67800351971f5568120641ff930672b8dec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "657325eefa4aa62af8e30c9c42cfca1f3287c311e59bd82d3f6af906fe330918",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2021-10-27T00:07:25Z",
    "title_canon_sha256": "83a96e304e16461726a5c5995e53c36479f78118291d613bdd8578537734e2b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14092",
    "kind": "arxiv",
    "version": 1
  }
}