Pith Number

pith:FRXPTOBB

pith:2023:FRXPTOBB5DIMFZ3PIOCH6ZINIS

not attested not anchored not stored refs pending

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

Chenlin Zhou, Han Zhang, Huihui Zhou, Liutao Yu, Xiaopeng Fan, Yonghong Tian, Zhaokun Zhou, Zhengyu Ma

arxiv:2305.05954 v3 · 2023-05-10 · 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{FRXPTOBB5DIMFZ3PIOCH6ZINIS}

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

3 papers in Pith

Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT

Breaking Global Self-Attention Bottlenecks in Transformer-based Spiking Neural Networks with Local Structure-Aware Self-Attention

Adaptive Spiking Neurons for Vision and Language Modeling

Receipt and verification

First computed	2026-07-05T06:11:46.003750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c6ef9b821e8d0c2e76f43847f650d44b835b80558a5973389bda9704020f178

Aliases

arxiv: 2305.05954 · arxiv_version: 2305.05954v3 · doi: 10.48550/arxiv.2305.05954 · pith_short_12: FRXPTOBB5DIM · pith_short_16: FRXPTOBB5DIMFZ3P · pith_short_8: FRXPTOBB

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/FRXPTOBB5DIMFZ3PIOCH6ZINIS \
  | 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: 2c6ef9b821e8d0c2e76f43847f650d44b835b80558a5973389bda9704020f178

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0643bf4d4ac238c0f13d075f97483ea68ce69b864e1aee64629fd94349b166ae",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-05-10T07:48:08Z",
    "title_canon_sha256": "746d28e49612938073fb253bb957210f055c57cdd1db7ef5fd4d8f2031e883e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05954",
    "kind": "arxiv",
    "version": 3
  }
}