Pith Number

pith:AOC4RQ37

pith:2024:AOC4RQ37BAEFGG4PW5AVO7UHH6

not attested not anchored not stored refs pending

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning

Hanning Chen, Mohsen Imani, Pietro Mercati, Ranganath Krishnan, Samuel Cho, Wenjun Huang, William Youngwoo Chung, Yang Ni, Zhuowen Zou

arxiv:2402.11223 v1 · 2024-02-17 · 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{AOC4RQ37BAEFGG4PW5AVO7UHH6}

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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

Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities

Receipt and verification

First computed	2026-07-05T07:46:35.907405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0385c8c37f0808531b8fb741577e873f81890437a93b3b849376d5e2df231241

Aliases

arxiv: 2402.11223 · arxiv_version: 2402.11223v1 · doi: 10.48550/arxiv.2402.11223 · pith_short_12: AOC4RQ37BAEF · pith_short_16: AOC4RQ37BAEFGG4P · pith_short_8: AOC4RQ37

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/AOC4RQ37BAEFGG4PW5AVO7UHH6 \
  | 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: 0385c8c37f0808531b8fb741577e873f81890437a93b3b849376d5e2df231241

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99a8a15b9d1bcc83dc322d52788313899563f0e7b1e07155db6733bb25556297",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-17T08:41:37Z",
    "title_canon_sha256": "cbd74e02b6d353cd87e7050b3364c892cedf4561bb915f6dbf7a505264143e56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11223",
    "kind": "arxiv",
    "version": 1
  }
}