Hardware Acceleration of Stochastic Neural Networks Enabled by Bit-Cell Level Co-Design of Magnetic Tunnel Junctions.
- DOI
- 10.1002/advs.78111
- Published
- 2026 Sep 30
- Container
- Advanced science (Weinheim, Baden-Wurttemberg, Germany)
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1002/advs.78111,
title = {Hardware Acceleration of Stochastic Neural Networks Enabled by Bit-Cell Level Co-Design of Magnetic Tunnel Junctions.},
author = {Wang Q and Koh D and McGoldrick B and Mocioi T and Fan Y and Baldo M and Liu L},
year = {2026},
journal = {Advanced science (Weinheim, Baden-Wurttemberg, Germany)},
doi = {10.1002/advs.78111},
url = {https://doi.org/10.1002/advs.78111}
}RIS
TY - JOUR TI - Hardware Acceleration of Stochastic Neural Networks Enabled by Bit-Cell Level Co-Design of Magnetic Tunnel Junctions. AU - Wang Q AU - Koh D AU - McGoldrick B AU - Mocioi T AU - Fan Y AU - Baldo M AU - Liu L PY - 2026 JO - Advanced science (Weinheim, Baden-Wurttemberg, Germany) DO - 10.1002/advs.78111 UR - https://doi.org/10.1002/advs.78111 ER -
APA
Q, W., D, K., B, M., T, M., Y, F., M, B., & L, L. (2026). Hardware Acceleration of Stochastic Neural Networks Enabled by Bit-Cell Level Co-Design of Magnetic Tunnel Junctions.. Advanced science (Weinheim, Baden-Wurttemberg, Germany). https://doi.org/10.1002/advs.78111
Source records
- pubmed · retrieved 2026-11-10T05:28:34.415Z