Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关实验视频

Updated: Jul 5, 2025

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.3K

模拟电阻开关设备用于训练深度神经网络,使用新的Tiki-Taka算法.

Tommaso Stecconi1, Valeria Bragaglia1, Malte J Rasch2

  • 1IBM Research Europe - Zürich, Rüschlikon, Zürich CH 8803, Switzerland.

Nano letters
|January 11, 2024
PubMed
概括

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

The Real-World Safety and Effectiveness of Rituximab in Preventing Antibody-Mediated Rejection in ABO-Incompatible Liver Transplantation: All-Case Postmarketing Surveillance in Japan.

Transplantation proceedings·2026
Same author

Intitiation of satralizumab during pregnancy for successful childbirth in neuromyelitis optica spectrum disorder: A case report and literature review.

Journal of neuroimmunology·2026
Same author

Atomistic Origin of RTN-like Centers Created and Annihilated by RRAM Write Processes.

Nano letters·2026
Same author

Present and Future Post-marketing Drug Safety Assessment in Japan: A PMDA Perspective.

Therapeutic innovation & regulatory science·2026
Same author

Association Between Microscopic Hematuria and Proteinuria Remission in Adult Nephrotic Syndrome.

Kidney medicine·2026
Same author

Current status of eradication therapy and antimicrobial susceptibility testing for Helicobacter pylori in Japan: A nationwide questionnaire survey.

Journal of infection and chemotherapy : official journal of the Japan Society of Chemotherapy·2026

研究人员开发了一种新的电阻随机存储器 (RRAM) 设备,用于高效的神经网络 (NN) 训练. 这种CMOS兼容的RRAM支持Tiki-Taka算法,克服了大型NN应用程序的先前设备限制.

科学领域:

  • 材料科学 材料科学 材料科学
  • 计算机工程 计算机工程
  • 人工智能的人工智能

背景情况:

  • 训练大型神经网络 (NN) 受到离芯片内存的通信瓶的阻碍.
  • 将模拟内存交叉阵列集成到后端线 (BEOL) 中,为存储NN参数和执行突触操作提供了一个解决方案.
  • 蒂基-塔卡算法有助于NN训练,尽管设备有缺陷,但需要特定的电阻开关设备特性.

研究的目的:

  • 开发和演示一种与Tiki-Taka算法兼容的新型电阻开关设备,用于增强NN训练.
  • 为了解决无法满足Tiki-Taka要求的现有设备的局限性:多个可编程状态,中心对称点和低编程噪声.

主要方法:

  • 制造一个配套的金属氧化物半导体 (CMOS) 兼容的电阻随机访问存储器 (RRAM) 设备.
  • 针对可编程状态,编程噪声和对称点精度的RRAM设备的表征.
  • 对设备适合实施Tiki-Taka算法的评估.

主要成果:

  • 开发的RRAM显示了30多个可编程状态,编程噪声低.
  • 该装置展示了一个对称点,与中心仅有5%的斜率.
  • 这是首次展示了符合Tiki-Taka所有基本要求的电阻开关装置.
关键词:
这是RRAM,RRAM.提基-塔卡的提基-塔卡是什么意思一个模拟模拟的模拟.培训培训培训培训培训培训培训

更多相关视频

A Tactile Automated Passive-Finger Stimulator TAPS
19:44

A Tactile Automated Passive-Finger Stimulator TAPS

Published on: June 3, 2009

13.7K
Author Spotlight: Advancing Diabetes Research with Static Exercise Training in Mice
03:17

Author Spotlight: Advancing Diabetes Research with Static Exercise Training in Mice

Published on: March 29, 2024

508

相关实验视频

Last Updated: Jul 5, 2025

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.3K
A Tactile Automated Passive-Finger Stimulator TAPS
19:44

A Tactile Automated Passive-Finger Stimulator TAPS

Published on: June 3, 2009

13.7K
Author Spotlight: Advancing Diabetes Research with Static Exercise Training in Mice
03:17

Author Spotlight: Advancing Diabetes Research with Static Exercise Training in Mice

Published on: March 29, 2024

508

结论:

  • 这种新型的CMOS兼容RRAM设备成功地满足了Tiki-Taka算法的严格要求.
  • 这些发现使得Tiki-Taka训练可以从小型完全连接的网络推广到更大的神经网络架构,例如长期/短期记忆 (LSTM) 网络.