Pith Number

pith:YVJRCEKU

pith:2020:YVJRCEKUR6JRSYOYLMSNABWII7

not attested not anchored not stored refs pending

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment

Bill Kay, Catherine D. Schuman, Derek C. Rose, J. Parker Mitchell, Kaushik Roy, Maryam Parsa, Prasanna Date, Ryan Dellana, Steven R. Young, Thomas E. Potok, William Severa

arxiv:2005.04171 v1 · 2020-04-21 · cs.NE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVJRCEKUR6JRSYOYLMSNABWII7}

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	2026-07-05T01:01:30.381142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5531111548f931961d85b24d006c847c3b8dbc8278e630a97de207b1222b724

Aliases

arxiv: 2005.04171 · arxiv_version: 2005.04171v1 · doi: 10.48550/arxiv.2005.04171 · pith_short_12: YVJRCEKUR6JR · pith_short_16: YVJRCEKUR6JRSYOY · pith_short_8: YVJRCEKU

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/YVJRCEKUR6JRSYOYLMSNABWII7 \
  | 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: c5531111548f931961d85b24d006c847c3b8dbc8278e630a97de207b1222b724

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e642520c51b5989a265584a65242923c76d6fc507b86402b746ae67a2fe071f0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2020-04-21T01:15:45Z",
    "title_canon_sha256": "3e79f2b8d4048d0aa3052ef904b3a351f5d9b83cf9f457fe4470dc602073b78d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.04171",
    "kind": "arxiv",
    "version": 1
  }
}