Pith Number

pith:M6V5KM57

pith:2024:M6V5KM57MO5SS5AHTPEZ6MATBI

not attested not anchored not stored refs pending

Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations

Atticus Geiger, Christopher D. Manning, Christopher Potts, R\'obert Csord\'as

arxiv:2408.10920 v1 · 2024-08-20 · cs.LG · cs.AI · cs.NE

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\usepackage{pith}
\pithnumber{M6V5KM57MO5SS5AHTPEZ6MATBI}

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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

AR-KAN: Autoregressive-Weight-Enhanced Kolmogorov-Arnold Network for Time Series Forecasting

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

There Will Be a Scientific Theory of Deep Learning

Predicting Where Steering Vectors Succeed

Receipt and verification

First computed	2026-07-05T08:57:19.688897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67abd533bf63bb2974079bc99f30130a31cdc1bf9b3a1ca8282382084106427f

Aliases

arxiv: 2408.10920 · arxiv_version: 2408.10920v1 · doi: 10.48550/arxiv.2408.10920 · pith_short_12: M6V5KM57MO5S · pith_short_16: M6V5KM57MO5SS5AH · pith_short_8: M6V5KM57

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/M6V5KM57MO5SS5AHTPEZ6MATBI \
  | 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: 67abd533bf63bb2974079bc99f30130a31cdc1bf9b3a1ca8282382084106427f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c38918a2e54405e4f3712a44032dcf284627d94ba3359fa16ecfa5d769c388f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-20T15:04:37Z",
    "title_canon_sha256": "2d94a859f3072775edae53963aabd871b435fc0cff734e391d66216189570c7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10920",
    "kind": "arxiv",
    "version": 1
  }
}