Pith Number

pith:UNUUUV7Z

pith:2023:UNUUUV7ZK3CLZJPLYZWYU5YFMK

not attested not anchored not stored refs pending

Temporal Aware Mixed Attention-based Convolution and Transformer Network (MACTN) for EEG Emotion Recognition

Dong Huang, Dong Ming, Xiaopeng Si, Yulin Sun

arxiv:2305.18234 v1 · 2023-05-18 · eess.SP · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{UNUUUV7ZK3CLZJPLYZWYU5YFMK}

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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

1 paper in Pith

Transformer-based EEG Decoding: A Survey

Receipt and verification

First computed	2026-07-05T06:14:53.861230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3694a57f956c4bca5ebc66d8a7705628657809b1a0798bc3afcf16c248a1371

Aliases

arxiv: 2305.18234 · arxiv_version: 2305.18234v1 · doi: 10.48550/arxiv.2305.18234 · pith_short_12: UNUUUV7ZK3CL · pith_short_16: UNUUUV7ZK3CLZJPL · pith_short_8: UNUUUV7Z

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/UNUUUV7ZK3CLZJPLYZWYU5YFMK \
  | 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: a3694a57f956c4bca5ebc66d8a7705628657809b1a0798bc3afcf16c248a1371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbdb93318c38ed2d64557e033c7ad02febef483e3b8c333df54d513a4fd653a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-05-18T11:04:50Z",
    "title_canon_sha256": "4be88c504e7ab65970907f9ca0202282af1b44a5c87bc10ca64bd104771c1686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18234",
    "kind": "arxiv",
    "version": 1
  }
}