Pith Number

pith:QC4DQG7I

pith:2021:QC4DQG7IHMENRHFCK2YEWWTMXW

not attested not anchored not stored refs pending

Going Beyond Linear Transformers with Recurrent Fast Weight Programmers

Imanol Schlag, J\"urgen Schmidhuber, Kazuki Irie, R\'obert Csord\'as

arxiv:2106.06295 v2 · 2021-06-11 · 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{QC4DQG7IHMENRHFCK2YEWWTMXW}

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

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

Receipt and verification

First computed	2026-07-05T03:26:18.173999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80b8381be83b08d89ca256b04b5a6cbd893eb9d2daeb5606c9ef80ff82e2e469

Aliases

arxiv: 2106.06295 · arxiv_version: 2106.06295v2 · doi: 10.48550/arxiv.2106.06295 · pith_short_12: QC4DQG7IHMEN · pith_short_16: QC4DQG7IHMENRHFC · pith_short_8: QC4DQG7I

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/QC4DQG7IHMENRHFCK2YEWWTMXW \
  | 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: 80b8381be83b08d89ca256b04b5a6cbd893eb9d2daeb5606c9ef80ff82e2e469

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0604d7fe446bce801b5f399ef439b62acbeb7543fef7b08d3a74a43496bceed9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-11T10:32:11Z",
    "title_canon_sha256": "94756e57933b546416a827083ad7e80a8e5cbcadb6ad82560a764eed3f9b7dff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06295",
    "kind": "arxiv",
    "version": 2
  }
}