Pith Number

pith:3U3IWWWE

pith:2022:3U3IWWWEPHVI6EEPQPR5PBXRFC

not attested not anchored not stored refs pending

Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks

Barbara De Salvo, Dominika Przewlocka-Rus, H. Ekin Sumbul, Syed Shakib Sarwar, Yuecheng Li

arxiv:2203.05025 v1 · 2022-03-09 · cs.LG

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\usepackage{pith}
\pithnumber{3U3IWWWEPHVI6EEPQPR5PBXRFC}

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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

$\text{Log}_\text{b}$Quant: Quantizing Language Models in Logarithmic Space

Hardware-Oriented Inference Complexity of Kolmogorov-Arnold Networks

PoTAcc: A Pipeline for End-to-End Acceleration of Power-of-Two Quantized DNNs

ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization

ViM-Q: Scalable Algorithm-Hardware Co-Design for Vision Mamba Model Inference on FPGA

Receipt and verification

First computed	2026-07-05T04:03:28.987768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd368b5ac479ea8f108f83e3d786f128aa9264e8b0afb97d73d4891b0e0ba16c

Aliases

arxiv: 2203.05025 · arxiv_version: 2203.05025v1 · doi: 10.48550/arxiv.2203.05025 · pith_short_12: 3U3IWWWEPHVI · pith_short_16: 3U3IWWWEPHVI6EEP · pith_short_8: 3U3IWWWE

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/3U3IWWWEPHVI6EEPQPR5PBXRFC \
  | 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: dd368b5ac479ea8f108f83e3d786f128aa9264e8b0afb97d73d4891b0e0ba16c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96d2846cc168b0106765ad82a5a4db1659935f8e5ec4f8264f10027f9f8ed110",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-09T19:57:14Z",
    "title_canon_sha256": "6e6c84f7e89ea3a71c0a6ac004fb8e896b161c3df997b657fe8d593c40f7297f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05025",
    "kind": "arxiv",
    "version": 1
  }
}