Pith Number

pith:2JJCSFI3

pith:2024:2JJCSFI3S2JCNK56SZVLHMXLKD

not attested not anchored not stored refs pending

Demystifying the Token Dynamics of Deep Selective State Space Models

Tan Minh Nguyen, Thieu N Vo, Tung D. Pham, Xin T. Tong

arxiv:2410.03292 v2 · 2024-10-04 · 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{2JJCSFI3S2JCNK56SZVLHMXLKD}

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

The Effect of Depth on the Expressivity of Deep Linear State-Space Models

Receipt and verification

First computed	2026-07-05T10:26:08.324749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d25229151b969226abbe966ab3b2eb50d2354ad7b9c425e65c8889f48d990755

Aliases

arxiv: 2410.03292 · arxiv_version: 2410.03292v2 · doi: 10.48550/arxiv.2410.03292 · pith_short_12: 2JJCSFI3S2JC · pith_short_16: 2JJCSFI3S2JCNK56 · pith_short_8: 2JJCSFI3

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/2JJCSFI3S2JCNK56SZVLHMXLKD \
  | 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: d25229151b969226abbe966ab3b2eb50d2354ad7b9c425e65c8889f48d990755

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cd70a158b9ebcc9ebe50c57b7224053492a7499d377cb45a72661eb5202792b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T10:06:17Z",
    "title_canon_sha256": "c0570d8990afd25a84bda627cf04d960dac523e3de7dc85a17d9678be6cb8b2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03292",
    "kind": "arxiv",
    "version": 2
  }
}