Pith Number

pith:NWGBSLYE

pith:2015:NWGBSLYECNMFGGNHFM3AHY4VWJ

not attested not anchored not stored refs pending

BinaryConnect: Training Deep Neural Networks with binary weights during propagations

Jean-Pierre David, Matthieu Courbariaux, Yoshua Bengio

arxiv:1511.00363 v3 · 2015-11-02 · cs.LG · cs.CV · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWGBSLYECNMFGGNHFM3AHY4VWJ}

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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

5 papers in Pith

New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms

Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems

Learning Instance-wise Sparsity for Accelerating Deep Models

VeloxQ: A Fast and Efficient QUBO Solver

A Geometric Analysis of Sign-Magnitude Asymmetry in a ReLU + RMSNorm Block under Ternary Quantization

Receipt and verification

First computed	2026-05-18T01:17:00.089466Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d8c192f0413585319a72b3603e395b27234b8d22d228d0d470642bde42c6287

Aliases

arxiv: 1511.00363 · arxiv_version: 1511.00363v3 · doi: 10.48550/arxiv.1511.00363 · pith_short_12: NWGBSLYECNMF · pith_short_16: NWGBSLYECNMFGGNH · pith_short_8: NWGBSLYE

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/NWGBSLYECNMFGGNHFM3AHY4VWJ \
  | 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: 6d8c192f0413585319a72b3603e395b27234b8d22d228d0d470642bde42c6287

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12a04156a327cdc982afd5eee4990891c197a259d020d4210993f5ba4646a3ae",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-02T02:50:05Z",
    "title_canon_sha256": "a15ceec5d5ca225a3b24f5ee030a5f7f37fa4737ee499724721312d6625a40cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.00363",
    "kind": "arxiv",
    "version": 3
  }
}