Pith Number

pith:B56YGISN

pith:2025:B56YGISNZAI2YLBC6PX23L6UC2

not attested not anchored not stored refs pending

Tailoring deep learning for real-time brain-computer interfaces: From offline models to calibration-free online decoding

Bin Yang, Jan Zerfowski, Martin Wimpff

arxiv:2507.06779 v1 · 2025-07-09 · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B56YGISNZAI2YLBC6PX23L6UC2}

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	2026-07-05T11:34:22.940690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f7d83224dc811ac2c22f3efadafd416aa95c1e6c4ac30db0201c21b5a5bff7c

Aliases

arxiv: 2507.06779 · arxiv_version: 2507.06779v1 · doi: 10.48550/arxiv.2507.06779 · pith_short_12: B56YGISNZAI2 · pith_short_16: B56YGISNZAI2YLBC · pith_short_8: B56YGISN

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/B56YGISNZAI2YLBC6PX23L6UC2 \
  | 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: 0f7d83224dc811ac2c22f3efadafd416aa95c1e6c4ac30db0201c21b5a5bff7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b656c4511a862969cf51f536ce1bf45d79c6217e27c192139f8ae89f59f7f6aa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-09T12:11:19Z",
    "title_canon_sha256": "f21886479a77eef298f01e02cdb14891191a6b04dd3832ce3523706a1cf7ca32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06779",
    "kind": "arxiv",
    "version": 1
  }
}