Pith Number

pith:MAGS3GN6

pith:2020:MAGS3GN6ZCKOB2NZWNJDYCLIES

not attested not anchored not stored refs pending

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review

Adeel Razi, Adnan Qayyum, Junaid Qadir, Khansa Rasheed, Levin Kuhlmann, Patrick Kwan, Shobi Sivathamboo, Terence O'Brien

arxiv:2002.01925 v1 · 2020-02-04 · cs.LG · eess.SP · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAGS3GN6ZCKOB2NZWNJDYCLIES}

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	2026-07-05T00:38:41.717972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

600d2d99bec894e0e9b9b3523c096824af472a72ead8bcf39f0c62d6f52cb740

Aliases

arxiv: 2002.01925 · arxiv_version: 2002.01925v1 · doi: 10.48550/arxiv.2002.01925 · pith_short_12: MAGS3GN6ZCKO · pith_short_16: MAGS3GN6ZCKOB2NZ · pith_short_8: MAGS3GN6

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/MAGS3GN6ZCKOB2NZWNJDYCLIES \
  | 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: 600d2d99bec894e0e9b9b3523c096824af472a72ead8bcf39f0c62d6f52cb740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "422daa0894e4fd6505f0fee264b0f371e0ec43cb0e8c43d103aca3f547b2676c",
    "cross_cats_sorted": [
      "eess.SP",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-04T06:22:24Z",
    "title_canon_sha256": "183978c5b62e80c299b3cc2939ad9ff416f1c0b0284c22e879de548cfe4b73c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.01925",
    "kind": "arxiv",
    "version": 1
  }
}