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Pith Number

pith:FHOTZPTI

pith:2022:FHOTZPTIMZXQZ4LWH6ZFJ5ZPOD
not attested not anchored not stored refs pending

A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data

Craig Michoski, Dongyang Kuang, Rui Guo, Wenting Li

arxiv:2208.08155 v2 · 2022-08-17 · eess.SP · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{FHOTZPTIMZXQZ4LWH6ZFJ5ZPOD}

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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 2026-07-05T05:06:14.205216Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

29dd3cbe68666f0cf1763fb254f72f70c04cf17f547f597bbd36e5e4d4df189b

Aliases

arxiv: 2208.08155 · arxiv_version: 2208.08155v2 · doi: 10.48550/arxiv.2208.08155 · pith_short_12: FHOTZPTIMZXQ · pith_short_16: FHOTZPTIMZXQZ4LW · pith_short_8: FHOTZPTI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FHOTZPTIMZXQZ4LWH6ZFJ5ZPOD \
  | 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: 29dd3cbe68666f0cf1763fb254f72f70c04cf17f547f597bbd36e5e4d4df189b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e3237ad33cf5aeb1f7635d1ce332479e5f0934ba3fd37b3c09371ed04f65eb96",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-08-17T08:47:29Z",
    "title_canon_sha256": "f83d89a5f402337a74ca902d39f000e85fa805f0c6329b52eb82b745df4f6ca6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.08155",
    "kind": "arxiv",
    "version": 2
  }
}