Z.-F. Lou;A. Senapati;J.-Y. Lee;F.-S. Chang;K.-Y. Hsiang;Y.-T. Chang;C. W. Liu;S. Maikap;M. H. Lee
{"title":"通过超晶格 HfO2-ZrO2 实现具有同质相的双 HfZrO2 铁电场效应晶体管的模拟突触,从而实现高能效加速器","authors":"Z.-F. Lou;A. Senapati;J.-Y. Lee;F.-S. Chang;K.-Y. Hsiang;Y.-T. Chang;C. W. Liu;S. Maikap;M. H. Lee","doi":"10.1109/TMAT.2024.3393431","DOIUrl":null,"url":null,"abstract":"Since the analog-based energy-efficient accelerator for synapses is highly demanded in the artificial intelligence (AI) era, the homogeneous and coherence ferroelectric phase of HfZrO\n<sub>2</sub>\n (HZO) by superlattice (SL) growth mode with double layers is proposed in this work. The experimental results demonstrate excellent linear alternating consecutive potentiation and depression conductance (α\n<sub>p</sub>\n/α\n<sub>d</sub>\n = −0.85/0.63) with V\n<sub>RMS</sub>\n = 3 V. In addition, the proposed SL technique for HZOs validates the ferroelectric-based orthorhombic phase (o-phase) 75–79% by geometric phase analysis (GPA) compared to the solid-solution process for 62–64%. The double HZO (D-HZO) structure is employed for diverse coercive field (E\n<sub>C</sub>\n) distributions to exhibit multistate data storage with 8 identical gap V\n<sub>T</sub>\n. The SL-DHZO has a sufficient ferroelectric domain, which is crucial to achieving the requirements of analog-based energy-efficient accelerators for synapses in computing in-memory generation.","PeriodicalId":100642,"journal":{"name":"IEEE Transactions on Materials for Electron Devices","volume":"1 ","pages":"11-14"},"PeriodicalIF":0.0000,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analog-Based Synapse of Double HfZrO2 Ferroelectric FETs With Homogeneous Phase by Superlattice HfO2-ZrO2 Toward Energy Efficient Accelerator\",\"authors\":\"Z.-F. Lou;A. Senapati;J.-Y. Lee;F.-S. Chang;K.-Y. Hsiang;Y.-T. Chang;C. W. Liu;S. Maikap;M. H. Lee\",\"doi\":\"10.1109/TMAT.2024.3393431\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Since the analog-based energy-efficient accelerator for synapses is highly demanded in the artificial intelligence (AI) era, the homogeneous and coherence ferroelectric phase of HfZrO\\n<sub>2</sub>\\n (HZO) by superlattice (SL) growth mode with double layers is proposed in this work. The experimental results demonstrate excellent linear alternating consecutive potentiation and depression conductance (α\\n<sub>p</sub>\\n/α\\n<sub>d</sub>\\n = −0.85/0.63) with V\\n<sub>RMS</sub>\\n = 3 V. In addition, the proposed SL technique for HZOs validates the ferroelectric-based orthorhombic phase (o-phase) 75–79% by geometric phase analysis (GPA) compared to the solid-solution process for 62–64%. The double HZO (D-HZO) structure is employed for diverse coercive field (E\\n<sub>C</sub>\\n) distributions to exhibit multistate data storage with 8 identical gap V\\n<sub>T</sub>\\n. The SL-DHZO has a sufficient ferroelectric domain, which is crucial to achieving the requirements of analog-based energy-efficient accelerators for synapses in computing in-memory generation.\",\"PeriodicalId\":100642,\"journal\":{\"name\":\"IEEE Transactions on Materials for Electron Devices\",\"volume\":\"1 \",\"pages\":\"11-14\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Materials for Electron Devices\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10536143/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Materials for Electron Devices","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10536143/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analog-Based Synapse of Double HfZrO2 Ferroelectric FETs With Homogeneous Phase by Superlattice HfO2-ZrO2 Toward Energy Efficient Accelerator
Since the analog-based energy-efficient accelerator for synapses is highly demanded in the artificial intelligence (AI) era, the homogeneous and coherence ferroelectric phase of HfZrO
2
(HZO) by superlattice (SL) growth mode with double layers is proposed in this work. The experimental results demonstrate excellent linear alternating consecutive potentiation and depression conductance (α
p
/α
d
= −0.85/0.63) with V
RMS
= 3 V. In addition, the proposed SL technique for HZOs validates the ferroelectric-based orthorhombic phase (o-phase) 75–79% by geometric phase analysis (GPA) compared to the solid-solution process for 62–64%. The double HZO (D-HZO) structure is employed for diverse coercive field (E
C
) distributions to exhibit multistate data storage with 8 identical gap V
T
. The SL-DHZO has a sufficient ferroelectric domain, which is crucial to achieving the requirements of analog-based energy-efficient accelerators for synapses in computing in-memory generation.