Pith Number

pith:MIJKLQQU

pith:2021:MIJKLQQUNUMFN6WFFHJSRPUT7B

not attested not anchored not stored refs pending

The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization

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

arxiv:2110.07732 v4 · 2021-10-14 · cs.LG · cs.AI · cs.NE

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\usepackage{pith}
\pithnumber{MIJKLQQUNUMFN6WFFHJSRPUT7B}

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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

Recurrent Transformer-Based Near- and Far-Field THz Wideband Channel Estimation for UM-MIMO

Receipt and verification

First computed	2026-07-05T04:20:30.216861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6212a5c2146d1856fac529d328be93f86992317c34ab3f20113dc7502d050e93

Aliases

arxiv: 2110.07732 · arxiv_version: 2110.07732v4 · doi: 10.48550/arxiv.2110.07732 · pith_short_12: MIJKLQQUNUMF · pith_short_16: MIJKLQQUNUMFN6WF · pith_short_8: MIJKLQQU

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/MIJKLQQUNUMFN6WFFHJSRPUT7B \
  | 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: 6212a5c2146d1856fac529d328be93f86992317c34ab3f20113dc7502d050e93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49466b15500c7b684a7c67bbde7e76709671e7cbe6f888583cf54a43b5d43674",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-14T21:24:27Z",
    "title_canon_sha256": "d95944097ae6465a34861ed4c773d6be4a4c825baf7eeb0cd131bf6b5f307262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07732",
    "kind": "arxiv",
    "version": 4
  }
}