Pith Number

pith:UYPAE5VE

pith:2023:UYPAE5VEGM6BR4TCM2AYWDBU2L

not attested not anchored not stored refs pending

High-dimensional manifold of solutions in neural networks: insights from statistical physics

Enrico M. Malatesta

arxiv:2309.09240 v2 · 2023-09-17 · cond-mat.dis-nn · cs.LG · math.PR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UYPAE5VEGM6BR4TCM2AYWDBU2L}

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

2 papers in Pith

Shortcomings and capacities of real-constrained neural networks in complex spaces

Pseudo quantum advantages in perceptron storage capacity

Receipt and verification

First computed	2026-07-05T10:16:31.813784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a61e0276a4333c18f26266818b0c34d2c76cb24d9d99ebf4de84d96e6dace5f3

Aliases

arxiv: 2309.09240 · arxiv_version: 2309.09240v2 · doi: 10.48550/arxiv.2309.09240 · pith_short_12: UYPAE5VEGM6B · pith_short_16: UYPAE5VEGM6BR4TC · pith_short_8: UYPAE5VE

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/UYPAE5VEGM6BR4TCM2AYWDBU2L \
  | 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: a61e0276a4333c18f26266818b0c34d2c76cb24d9d99ebf4de84d96e6dace5f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c75627e06e28833e9bcfe6d94b41f3477ba98cca4d7b873cb4475c69f96a481",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2023-09-17T11:10:25Z",
    "title_canon_sha256": "f43107c28f50e97f8b6a0e4e2a94a92cafbc1fbb1abb57cdcc3c821d76a6ae8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09240",
    "kind": "arxiv",
    "version": 2
  }
}