Pith Number

pith:UM3M4CWZ

pith:2015:UM3M4CWZSC4YCJNRMMJTKIM2YK

not attested not anchored not stored refs pending

On the Convergence of SGD Training of Neural Networks

Thomas M. Breuel

arxiv:1508.02790 v1 · 2015-08-12 · cs.NE · 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{UM3M4CWZSC4YCJNRMMJTKIM2YK}

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	2026-05-18T01:35:26.188556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a336ce0ad990b98125b1631335219ac2ada632a4590415d7ed9da3d66369fa5a

Aliases

arxiv: 1508.02790 · arxiv_version: 1508.02790v1 · doi: 10.48550/arxiv.1508.02790 · pith_short_12: UM3M4CWZSC4Y · pith_short_16: UM3M4CWZSC4YCJNR · pith_short_8: UM3M4CWZ

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/UM3M4CWZSC4YCJNRMMJTKIM2YK \
  | 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: a336ce0ad990b98125b1631335219ac2ada632a4590415d7ed9da3d66369fa5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "facb2a90921c0b4eef4a780351c35699b02b781b48eeb550311cb8b3a130a5cd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2015-08-12T01:11:47Z",
    "title_canon_sha256": "0c1ef051f95db30abae2fd65240bc6036d041dedccee272d86eaffc4ff69ff35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.02790",
    "kind": "arxiv",
    "version": 1
  }
}