Pith Number

pith:7PDM5KOG

pith:2018:7PDM5KOGMUBY4MIATXNHOZNDXM

not attested not anchored not stored refs pending

Biologically-plausible learning algorithms can scale to large datasets

Honglin Chen, Qianli Liao, Tomaso Poggio, Will Xiao

arxiv:1811.03567 v3 · 2018-11-08 · cs.LG · cs.AI · cs.CV · cs.NE · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7PDM5KOGMUBY4MIATXNHOZNDXM}

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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

2 papers in Pith

Spike-based alignment learning solves the weight transport problem

Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered

Receipt and verification

First computed	2026-05-17T23:57:46.460181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbc6cea9c665038e31009dda7765a3bb225f1695e5292ccd5cc5e1fe481b3e7c

Aliases

arxiv: 1811.03567 · arxiv_version: 1811.03567v3 · doi: 10.48550/arxiv.1811.03567 · pith_short_12: 7PDM5KOGMUBY · pith_short_16: 7PDM5KOGMUBY4MIA · pith_short_8: 7PDM5KOG

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/7PDM5KOGMUBY4MIATXNHOZNDXM \
  | 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: fbc6cea9c665038e31009dda7765a3bb225f1695e5292ccd5cc5e1fe481b3e7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffc146eaa873f15d9752c3d38048ccee04833cb8ab9871ff7dfd1c077d01dcf8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-08T17:43:59Z",
    "title_canon_sha256": "f6e0606d2c7949d979ccd0eeee621045bcdbc041f2abfce609a5db11c6b9ea8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03567",
    "kind": "arxiv",
    "version": 3
  }
}