Pith Number

pith:62XL25NG

pith:2024:62XL25NGHSVMONCVXDJPKW42NJ

not attested not anchored not stored refs pending

Hybrid Magnonic Reservoir Computing

Cliff B. Abbott, Dmytro A. Bozhko

arxiv:2405.09542 v1 · 2024-04-25 · cs.ET · cond-mat.dis-nn · cs.LG · physics.app-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{62XL25NGHSVMONCVXDJPKW42NJ}

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.

Cited by

1 paper in Pith

Perturbative Gradient Training: A novel training paradigm for bridging the gap between deep neural networks and physical reservoir computing

Receipt and verification

First computed	2026-07-05T08:19:31.657097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6aebd75a63caac73455b8d2f55b9a6a47294b1acab8926c06c65fcd45994270

Aliases

arxiv: 2405.09542 · arxiv_version: 2405.09542v1 · doi: 10.48550/arxiv.2405.09542 · pith_short_12: 62XL25NGHSVM · pith_short_16: 62XL25NGHSVMONCV · pith_short_8: 62XL25NG

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/62XL25NGHSVMONCVXDJPKW42NJ \
  | 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: f6aebd75a63caac73455b8d2f55b9a6a47294b1acab8926c06c65fcd45994270

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24d1af015669d3815cede265b3d7cf6a69f054422d5f9ea41a238e13e4e33576",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.ET",
    "submitted_at": "2024-04-25T18:21:43Z",
    "title_canon_sha256": "e8dba2f8c14e86d4cf38f9d9608660cd46dfffd8ecebbf4c05d8f36c59f3b0d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.09542",
    "kind": "arxiv",
    "version": 1
  }
}