Pith Number

pith:323UMSSZ

pith:2020:323UMSSZSH2QXWYVVCGNN264LM

not attested not anchored not stored refs pending

DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks

Kaushik Roy, Nitin Rathi

arxiv:2008.03658 v3 · 2020-08-09 · cs.NE · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{323UMSSZSH2QXWYVVCGNN264LM}

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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

Advancing Direct Training for Spiking Neural Networks with Circulate-Firing Neurons and Learnable Gradients

Receipt and verification

First computed	2026-07-05T01:56:31.002305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

deb7464a5991f50bdb15a88cd6ebdc5b2b78db47089038d4c9f5d32c605fda27

Aliases

arxiv: 2008.03658 · arxiv_version: 2008.03658v3 · doi: 10.48550/arxiv.2008.03658 · pith_short_12: 323UMSSZSH2Q · pith_short_16: 323UMSSZSH2QXWYV · pith_short_8: 323UMSSZ

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/323UMSSZSH2QXWYVVCGNN264LM \
  | 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: deb7464a5991f50bdb15a88cd6ebdc5b2b78db47089038d4c9f5d32c605fda27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52e4794106f3c8a376a77143c2108f0dca94ac071ba939f007a8bb1054256654",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2020-08-09T05:07:17Z",
    "title_canon_sha256": "c7ff1c612b2146a5682d2f7739e25744eb281ee99ee8626542ec955856e4e93b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.03658",
    "kind": "arxiv",
    "version": 3
  }
}