Pith Number

pith:L6VVC3S4

pith:2025:L6VVC3S42WYRTU2NXCKSHDU53O

not attested not anchored not stored refs pending

TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification

Ahmed G. Habashi, Ahmed M. Azab, Gamal M. Aly, Seif Eldawlatly

arxiv:2507.02510 v1 · 2025-07-03 · cs.LG · cs.HC · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L6VVC3S42WYRTU2NXCKSHDU53O}

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.

Receipt and verification

First computed	2026-07-05T11:31:29.971166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fab516e5cd5b119d34db895238e9ddba9f70b7beae7ab0f678d915f2ab5c7ad

Aliases

arxiv: 2507.02510 · arxiv_version: 2507.02510v1 · doi: 10.48550/arxiv.2507.02510 · pith_short_12: L6VVC3S42WYR · pith_short_16: L6VVC3S42WYRTU2N · pith_short_8: L6VVC3S4

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/L6VVC3S42WYRTU2NXCKSHDU53O \
  | 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: 5fab516e5cd5b119d34db895238e9ddba9f70b7beae7ab0f678d915f2ab5c7ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79eb5ec8089f5c66a32af42255d165369bb030494b57672abf3d9c97e26e633f",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-03T10:17:39Z",
    "title_canon_sha256": "9622ae7f47f7c906a5ecb8fc7ac7a2a21d3d9db220e2b9debda0f859ab18a4d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02510",
    "kind": "arxiv",
    "version": 1
  }
}