Pith Number

pith:MSWGG6UZ

pith:2025:MSWGG6UZQYNCTMLL24OR23LAXV

not attested not anchored not stored refs pending

Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement

Aili Wang, Chengting Yu, Erping Li, Hanzhi Ma, Lei Liu, Shu Yang

arxiv:2503.16572 v1 · 2025-03-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSWGG6UZQYNCTMLL24OR23LAXV}

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	2026-07-05T10:36:44.335096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64ac637a99861a29b16bd71d1d6d60bd47117133a56804d98ec5bc1500e3c83d

Aliases

arxiv: 2503.16572 · arxiv_version: 2503.16572v1 · doi: 10.48550/arxiv.2503.16572 · pith_short_12: MSWGG6UZQYNC · pith_short_16: MSWGG6UZQYNCTMLL · pith_short_8: MSWGG6UZ

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/MSWGG6UZQYNCTMLL24OR23LAXV \
  | 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: 64ac637a99861a29b16bd71d1d6d60bd47117133a56804d98ec5bc1500e3c83d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee7d02de08955903634e7edc31640eab1459ef83b1f0051942be44c45510e494",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-20T09:04:38Z",
    "title_canon_sha256": "40551a46934ad2923b3bf5b2ca8bdc54acaf32f25f99015eb2772dbe7b1aad12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16572",
    "kind": "arxiv",
    "version": 1
  }
}