Pith Number

pith:PIYMC7ZL

pith:2023:PIYMC7ZLY44RO4WVV7KZ6YZ3Q4

not attested not anchored not stored refs pending

Bifurcations and loss jumps in RNN training

Daniel Durstewitz, Lukas Eisenmann, Niclas Alexander G\"oring, Zahra Monfared

arxiv:2310.17561 v1 · 2023-10-26 · cs.LG · cs.AI · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PIYMC7ZLY44RO4WVV7KZ6YZ3Q4}

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

Understanding and controlling the geometry of memory organization in RNNs

Receipt and verification

First computed	2026-07-05T07:05:36.097847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a30c17f2bc7391772d5afd59f633b872b58dfbf315213d0707e5defe267d9cd

Aliases

arxiv: 2310.17561 · arxiv_version: 2310.17561v1 · doi: 10.48550/arxiv.2310.17561 · pith_short_12: PIYMC7ZLY44R · pith_short_16: PIYMC7ZLY44RO4WV · pith_short_8: PIYMC7ZL

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/PIYMC7ZLY44RO4WVV7KZ6YZ3Q4 \
  | 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: 7a30c17f2bc7391772d5afd59f633b872b58dfbf315213d0707e5defe267d9cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63b4f27b947b5a9d438f0458a730bacccdf28c44ad359632f7e5940953846c3f",
    "cross_cats_sorted": [
      "cs.AI",
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-26T16:49:44Z",
    "title_canon_sha256": "85e1384f704bfac721b435c2029eda750a4432773b14f08b487db9207551d6b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17561",
    "kind": "arxiv",
    "version": 1
  }
}