Pith Number

pith:U2PCG53F

pith:2020:U2PCG53F4VH2Q2V3IK7S5DGOVD

not attested not anchored not stored refs pending

Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation

Gopalakrishnan Srinivasan, Kaushik Roy, Nitin Rathi, Priyadarshini Panda

arxiv:2005.01807 v1 · 2020-05-04 · cs.LG · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{U2PCG53F4VH2Q2V3IK7S5DGOVD}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T01:00:19.815956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a69e237765e54fa86abb42bf2e8ccea8fd996d486dbd044f9f492fb7717b791d

Aliases

arxiv: 2005.01807 · arxiv_version: 2005.01807v1 · doi: 10.48550/arxiv.2005.01807 · pith_short_12: U2PCG53F4VH2 · pith_short_16: U2PCG53F4VH2Q2V3 · pith_short_8: U2PCG53F

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/U2PCG53F4VH2Q2V3IK7S5DGOVD \
  | 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: a69e237765e54fa86abb42bf2e8ccea8fd996d486dbd044f9f492fb7717b791d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3da10834084689a1f39756af27eb100b0b645a7ce6cd6a3756e0b22d136b915f",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-04T19:30:43Z",
    "title_canon_sha256": "86e2fb707ee002d69c0fd7b9ea84900143e2b4b338c5513482afe20c62f833fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.01807",
    "kind": "arxiv",
    "version": 1
  }
}