Pith Number

pith:HKNEHJXH

pith:2025:HKNEHJXHHEHVILJI3QJU7TIXN4

not attested not anchored not stored refs pending

Improving Performance of Spike-based Deep Q-Learning using Ternary Neurons

Abhishek Mishra, Anup Das, Aref Ghoreishee, John Walsh, Nagarajan Kandasamy

arxiv:2506.03392 v1 · 2025-06-03 · cs.LG · cs.NE · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HKNEHJXHHEHVILJI3QJU7TIXN4}

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

1 paper in Pith

Fuzzy Encoding-Decoding to Improve Spiking Q-Learning Performance in Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:15:48.371567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a9a43a6e7390f542d28dc134fcd176f3bd6b3eb41966f7308f0283295eb5fb4

Aliases

arxiv: 2506.03392 · arxiv_version: 2506.03392v1 · doi: 10.48550/arxiv.2506.03392 · pith_short_12: HKNEHJXHHEHV · pith_short_16: HKNEHJXHHEHVILJI · pith_short_8: HKNEHJXH

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/HKNEHJXHHEHVILJI3QJU7TIXN4 \
  | 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: 3a9a43a6e7390f542d28dc134fcd176f3bd6b3eb41966f7308f0283295eb5fb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "594feb6a0e195d818d576527728f26d10fc6ad7a864412f3ceb95a8cc8da7985",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T21:06:13Z",
    "title_canon_sha256": "d3b2e370227dbb497e51314172c4cc7d98f0a31da294e2270f6048d90cfd3499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03392",
    "kind": "arxiv",
    "version": 1
  }
}