Pith Number

pith:BKQPTWJW

pith:2025:BKQPTWJWXSFJILWKSY5OZWVQLV

not attested not anchored not stored refs pending

Underwater Image Enhancement by Convolutional Spiking Neural Networks

Fakhreddine Zayer, Giulia De Masi, Hamad Karki, Jorge Dias, Rizwana Kausar, Sajid Javed, Vidya Sudevan

arxiv:2503.20485 v1 · 2025-03-26 · eess.IV · cs.AI · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKQPTWJWXSFJILWKSY5OZWVQLV}

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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

3 papers in Pith

Aquatic Neuromorphic Optical Flow

UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement

Aquatic Neuromorphic Optical Flow

Receipt and verification

First computed	2026-07-05T10:39:39.212116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0aa0f9d936bc8a942eca963aecdab05d77fcf631bf0db2a0d73b58f31fdd5858

Aliases

arxiv: 2503.20485 · arxiv_version: 2503.20485v1 · doi: 10.48550/arxiv.2503.20485 · pith_short_12: BKQPTWJWXSFJ · pith_short_16: BKQPTWJWXSFJILWK · pith_short_8: BKQPTWJW

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/BKQPTWJWXSFJILWKSY5OZWVQLV \
  | 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: 0aa0f9d936bc8a942eca963aecdab05d77fcf631bf0db2a0d73b58f31fdd5858

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba6bcdd30e84f2611a6e1e8f9490def65c65655bbac26965899fbd27481bf002",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-03-26T12:15:38Z",
    "title_canon_sha256": "581c22e7e702a2950f55f0dac4c2aaca4df66523c882e0a776c6041e08ffe154"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.20485",
    "kind": "arxiv",
    "version": 1
  }
}