Pith Number

pith:T5JOZFCO

pith:2024:T5JOZFCOF2KJBDWBNNMPADZWFO

not attested not anchored not stored refs pending

TransformerFAM: Feedback attention is working memory

Dongseong Hwang, Khe Chai Sim, Pedro Moreno Mengibar, Weiran Wang, Zhuoyuan Huo

arxiv:2404.09173 v3 · 2024-04-14 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T5JOZFCOF2KJBDWBNNMPADZWFO}

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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

4 papers in Pith

Latent Recurrent Transformer: Architecture Exploration, Training Strategies, and Scaling Behavior

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

The Recurrent Transformer: Greater Effective Depth and Efficient Decoding

Sessa: Selective State Space Attention

Receipt and verification

First computed	2026-07-05T08:16:26.615383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f52ec944e2e94908ec16b58f00f362b8bb029e0e83783e7b1f931f4676d3e4b

Aliases

arxiv: 2404.09173 · arxiv_version: 2404.09173v3 · doi: 10.48550/arxiv.2404.09173 · pith_short_12: T5JOZFCOF2KJ · pith_short_16: T5JOZFCOF2KJBDWB · pith_short_8: T5JOZFCO

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/T5JOZFCOF2KJBDWBNNMPADZWFO \
  | 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: 9f52ec944e2e94908ec16b58f00f362b8bb029e0e83783e7b1f931f4676d3e4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e5eda486ed3d465f7f1833235725b588f67d25efa4290618f692636522e92a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-14T07:43:45Z",
    "title_canon_sha256": "c93c52189e4bd5f98fe3d9febfd61720ec47077044d8b4340096eedb6f37e269"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09173",
    "kind": "arxiv",
    "version": 3
  }
}