← Search

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

Catalogue records · 1

Topics

Inferred from text
Optical character recognition 65%
Provenance · 1 source records, 11 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.4191711 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[method].local:method:ocrenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title