Pith Number

pith:MI64AGAC

pith:2018:MI64AGAC3LW3ZVMZA2FMDQFRQF

not attested not anchored not stored refs pending

Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures

Adam Santoro, Blake A. Richards, Geoffrey E. Hinton, Luke Marris, Sergey Bartunov, Timothy Lillicrap

arxiv:1807.04587 v2 · 2018-07-12 · cs.LG · cs.AI · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MI64AGAC3LW3ZVMZA2FMDQFRQF}

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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

Biological Plausibility and Representational Alignment of Feedback Alignment in Convolutional Networks

Receipt and verification

First computed	2026-05-18T00:00:18.897794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

623dc01802daedbcd599068ac1c0b1817e3f56a85feb70feec13c9fa28df65c8

Aliases

arxiv: 1807.04587 · arxiv_version: 1807.04587v2 · doi: 10.48550/arxiv.1807.04587 · pith_short_12: MI64AGAC3LW3 · pith_short_16: MI64AGAC3LW3ZVMZ · pith_short_8: MI64AGAC

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/MI64AGAC3LW3ZVMZA2FMDQFRQF \
  | 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: 623dc01802daedbcd599068ac1c0b1817e3f56a85feb70feec13c9fa28df65c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a13a76f3824f99831171bdd62201c75f4dabf13097012217c55fc51223bef2b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-12T12:53:50Z",
    "title_canon_sha256": "0a304ac38126c1ae3d8d96370a25fca5d168e70d2e6e6dc6c1e26ce820c818e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.04587",
    "kind": "arxiv",
    "version": 2
  }
}