Pith Number

pith:J2SJB5FD

pith:2025:J2SJB5FD2URWXAD4TIVEJWOELZ

not attested not anchored not stored refs pending

STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers

Changze Lv, Junfeng Tang, Yanchen Huang, Yaochu Jin, Yingchao Yu, Zeqi Zheng, Zhaofei Yu, Zizheng Zhu

arxiv:2508.00387 v3 · 2025-08-01 · cs.NE · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J2SJB5FD2URWXAD4TIVEJWOELZ}

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.

Cited by

1 paper in Pith

SpikeHash: Learning Binary Codes with Spiking Neural Networks for Cross-Modal Hashing Retrieval

Receipt and verification

First computed	2026-07-05T11:51:33.232745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ea490f4a3d5236b807c9a2a44d9c45e54d659f6b05bb519c7f8acbbc42afbfc

Aliases

arxiv: 2508.00387 · arxiv_version: 2508.00387v3 · doi: 10.48550/arxiv.2508.00387 · pith_short_12: J2SJB5FD2URW · pith_short_16: J2SJB5FD2URWXAD4 · pith_short_8: J2SJB5FD

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/J2SJB5FD2URWXAD4TIVEJWOELZ \
  | 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: 4ea490f4a3d5236b807c9a2a44d9c45e54d659f6b05bb519c7f8acbbc42afbfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2facb10a02cc25ba23420835b4a468eeda2dcfba45e3da133235de0e7461763e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-08-01T07:30:59Z",
    "title_canon_sha256": "14e2408ad981ed7e1cce85f43f1777a41b3ee3af14e0ea82636fbe8e6546ff10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00387",
    "kind": "arxiv",
    "version": 3
  }
}