Pith. sign in
Pith Number

pith:ZNIJNJDD

pith:2024:ZNIJNJDDWRPGR7KCGHY2F6TKWQ
not attested not anchored not stored refs pending

Self-Attention-Based Contextual Modulation Improves Neural System Identification

Isaac Lin, Shang Gao, Shiming Tang, Tai Sing Lee, Tianye Wang

arxiv:2406.07843 v3 · 2024-06-12 · cs.CV · q-bio.NC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZNIJNJDDWRPGR7KCGHY2F6TKWQ}

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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.
Receipt and verification
First computed 2026-07-05T10:21:20.523996Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cb5096a463b45e68fd4231f1a2fa6ab4364a29042eb2a8608e1b5e99bd1bef76

Aliases

arxiv: 2406.07843 · arxiv_version: 2406.07843v3 · doi: 10.48550/arxiv.2406.07843 · pith_short_12: ZNIJNJDDWRPG · pith_short_16: ZNIJNJDDWRPGR7KC · pith_short_8: ZNIJNJDD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZNIJNJDDWRPGR7KCGHY2F6TKWQ \
  | 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: cb5096a463b45e68fd4231f1a2fa6ab4364a29042eb2a8608e1b5e99bd1bef76
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8ffffb6e35b12246a3ea7e9d315125d11d95253a01da27c94fdf789bf4554e91",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-12T03:21:06Z",
    "title_canon_sha256": "0e7539e14e5d41fd0e031669d1dbf050a5ee1ca76fd53f711b7310e3cda02ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07843",
    "kind": "arxiv",
    "version": 3
  }
}