Pith Number

pith:IEUVSBMG

pith:2024:IEUVSBMG6DXVQMANJD3YFS3ALX

not attested not anchored not stored refs pending

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods

Chenlin Zhou, Han Zhang, Huihui Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Yonghong Tian, Yumin Ye, Zhaokun Zhou, Zhengyu Ma

arxiv:2405.04289 v2 · 2024-05-06 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IEUVSBMG6DXVQMANJD3YFS3ALX}

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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

QKFormer: Hierarchical Spiking Transformer using Q-K Attention

Receipt and verification

First computed	2026-07-05T08:42:36.034498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4129590586f0ef58300d48f782cb605df120a063c0cec021a20d330b947b1ef6

Aliases

arxiv: 2405.04289 · arxiv_version: 2405.04289v2 · doi: 10.48550/arxiv.2405.04289 · pith_short_12: IEUVSBMG6DXV · pith_short_16: IEUVSBMG6DXVQMAN · pith_short_8: IEUVSBMG

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/IEUVSBMG6DXVQMANJD3YFS3ALX \
  | 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: 4129590586f0ef58300d48f782cb605df120a063c0cec021a20d330b947b1ef6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "179d0e387ab9944482b183088b282baaf89abd3453f58dc26a83593fdcb8f6f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-05-06T09:58:54Z",
    "title_canon_sha256": "adeb624373043d3bb8f6abf2f8d573c2d65ef7076743b285007885dd892e0663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04289",
    "kind": "arxiv",
    "version": 2
  }
}