Pith Number

pith:WT5LQQBX

pith:2024:WT5LQQBXF5JW3QLZ4XGXTQWYAP

not attested not anchored not stored refs pending

Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks

Ilkin Aliyev, Tosiron Adegbija

arxiv:2402.06211 v1 · 2024-02-09 · 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{WT5LQQBXF5JW3QLZ4XGXTQWYAP}

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	2026-07-05T07:43:20.518103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4fab840372f536dc179e5cd79c2d803c9a838e5d9194ee43243c928f64d68bd

Aliases

arxiv: 2402.06211 · arxiv_version: 2402.06211v1 · doi: 10.48550/arxiv.2402.06211 · pith_short_12: WT5LQQBXF5JW · pith_short_16: WT5LQQBXF5JW3QLZ · pith_short_8: WT5LQQBX

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/WT5LQQBXF5JW3QLZ4XGXTQWYAP \
  | 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: b4fab840372f536dc179e5cd79c2d803c9a838e5d9194ee43243c928f64d68bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f9b420336cd5fa8c34ed771ccb77fc9a2c93c121814659567622d6239fb6f68",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-02-09T06:38:12Z",
    "title_canon_sha256": "aa1360dbb3614a24aeebac644c8e2949eb5e50402d12a83ba6904b68f66b87e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06211",
    "kind": "arxiv",
    "version": 1
  }
}