Pith Number

pith:RKW4EANP

pith:2024:RKW4EANPA26AEBJIIK3Y75CEJK

not attested not anchored not stored refs pending

Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks

Friedemann Zenke, Julia Gygax

arxiv:2404.14964 v3 · 2024-04-23 · cs.NE · 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{RKW4EANPA26AEBJIIK3Y75CEJK}

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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

A Principled Bayesian Framework for Training Binary and Spiking Neural Networks

Receipt and verification

First computed	2026-07-05T09:36:11.084570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aadc201af06bc02052842b78ff4444aa731cc823b3886641a921e446a62b4f9

Aliases

arxiv: 2404.14964 · arxiv_version: 2404.14964v3 · doi: 10.48550/arxiv.2404.14964 · pith_short_12: RKW4EANPA26A · pith_short_16: RKW4EANPA26AEBJI · pith_short_8: RKW4EANP

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/RKW4EANPA26AEBJIIK3Y75CEJK \
  | 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: 8aadc201af06bc02052842b78ff4444aa731cc823b3886641a921e446a62b4f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a343c4ac01af7387bd6872938b1498290ca92d5f6dd4cdae1df6eec2f836624",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-04-23T12:20:09Z",
    "title_canon_sha256": "5370d3b2c0d6efc3fb25b19b11ddd64a8470adf28ce6e59515e2882eb9f187ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14964",
    "kind": "arxiv",
    "version": 3
  }
}