Pith Number

pith:WWYJHAWE

pith:2022:WWYJHAWETOG4CCEJOQVU3WM4AX

not attested not anchored not stored refs pending

Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules

Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie, Yuhan Helena Liu

arxiv:2206.00823 v3 · 2022-06-02 · cs.NE · cs.AI · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWYJHAWETOG4CCEJOQVU3WM4AX}

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

Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example

Receipt and verification

First computed	2026-07-05T05:33:11.992714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5b09382c49b8dc10889742b4dd99c05e61ed4dc23751c35761b413d9ef18e0d

Aliases

arxiv: 2206.00823 · arxiv_version: 2206.00823v3 · doi: 10.48550/arxiv.2206.00823 · pith_short_12: WWYJHAWETOG4 · pith_short_16: WWYJHAWETOG4CCEJ · pith_short_8: WWYJHAWE

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/WWYJHAWETOG4CCEJOQVU3WM4AX \
  | 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: b5b09382c49b8dc10889742b4dd99c05e61ed4dc23751c35761b413d9ef18e0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cae1c327b39a475c50b67c0c42420829167e113fb9b267977f1f1f080f983e93",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-06-02T01:39:08Z",
    "title_canon_sha256": "b3cbae4f2add48d96602e0a406321c38415af75841113b69a30df898566a88ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00823",
    "kind": "arxiv",
    "version": 3
  }
}