Data · dataset · 2026
PCM Conductance Test Data
Listed in ScienceDB
This dataset is the measured data of a 40 nm process 4 Mb indium doped In GST phase change memory (PCM) chip, collected to address the challenge of PCM conductivity drift in Bayesian neural network (BNN) hardware implementation.
Description
Using Teradyne Magnum II automatic testing system, device control is achieved through SET/RESET step pulse programming verification scheme, and raw experimental data such as conductivity and random noise are collected at multiple time scales.
Based on this data, a drift compensation algorithm is proposed to achieve 98.08% handwriting recognition accuracy and 33.3 TOPS/W hardware energy efficiency. The dataset can support replication and expansion research in areas such as phase-change memory internal computation, neural network hardware, and multi-level storage device stability.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.41917 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Optical character recognition 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.41917 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:ocr | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |