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

相关概念视频

Neural Circuits01:25

Neural Circuits

1.3K
Neural circuits and neuronal pools are two of the main structures found in the nervous system. Neural circuits are networks of neurons that work together to carry out a specific task or process. They consist of interconnected neurons and glial cells, which provide structural and metabolic support.
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
1.3K

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

Exercise, daily physical activity, and age-specific cumulative incidence of mobility decline: an 8-year cohort study of locomotive syndrome.

European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity·2026
Same author

An Improved Brain-Penetrating Nanoformulation of the VIPR2 Antagonist Peptide KS-133 for Treating Cognitive Impairment in Schizophrenia.

Biological & pharmaceutical bulletin·2026
Same author

Identification of alcohol dehydrogenase (ADH) isoforms catalyzing hydroxyzine oxidation using recombinant human ADH: Serendipitous finding of potent ADH inhibition by organic solvents.

Drug metabolism and disposition: the biological fate of chemicals·2026
Same author

Cold SiO<sub>2</sub>-rich slabs reaching the CMB revealed by the seifertite phase boundary.

Scientific reports·2026
Same author

Epigenetic regulation of hyaluronan degradation and melanogenesis by Kawarayomogin I and II from Artemisia capillaris via miR-486-5p and miR-141-3p.

Molecular biology reports·2026
Same author

NIMA-related kinases redundantly regulate vegetative and reproductive development in Arabidopsis thaliana.

Plant & cell physiology·2026
Same journal

Anchor-based disentanglement framework for incremental multi-view clustering.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Complex-valued amplitude-phase interference modeling for adversarially robust classification.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

TraNce: Type-aware hypergraph neural network with biological mediators for drug repositioning.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Decentralized ADMM for factorization-based Low-rank matrix estimation.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Memristive neuromorphic circuit design inspired by the neural mechanisms of conditioned fear.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Q-learning based asynchronous Boolean control networks stabilization with data loss.

Neural networks : the official journal of the International Neural Network Society·2026
查看所有相关文章

相关实验视频

Updated: Jul 19, 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

10.4K

亚特纳斯:神经架构搜索的自动终止

Kotaro Sakamoto1, Hideaki Ishibashi2, Rei Sato3

  • 1The Institute of Statistical Mathematics, 10-3 Midori-cho, Tachikawa, Tokyo 190-0014, Japan.

Neural networks : the official journal of the International Neural Network Society
|August 11, 2023
PubMed
概括
此摘要是机器生成的。

本研究介绍了神经架构搜索 (NAS) 的原则性早期停止标准. 该方法通过评估概括错误差距来降低搜索成本并保持高性能,提高一次性NAS效率.

关键词:
深度学习是一种深度学习.神经架构 搜索 神经架构 搜索

更多相关视频

Modeling the Functional Network for Spatial Navigation in the Human Brain
05:55

Modeling the Functional Network for Spatial Navigation in the Human Brain

Published on: October 13, 2023

1.1K
Anatomically Inspired Three-dimensional Micro-tissue Engineered Neural Networks for Nervous System Reconstruction, Modulation, and Modeling
10:45

Anatomically Inspired Three-dimensional Micro-tissue Engineered Neural Networks for Nervous System Reconstruction, Modulation, and Modeling

Published on: May 31, 2017

13.2K

相关实验视频

Last Updated: Jul 19, 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

10.4K
Modeling the Functional Network for Spatial Navigation in the Human Brain
05:55

Modeling the Functional Network for Spatial Navigation in the Human Brain

Published on: October 13, 2023

1.1K
Anatomically Inspired Three-dimensional Micro-tissue Engineered Neural Networks for Nervous System Reconstruction, Modulation, and Modeling
10:45

Anatomically Inspired Three-dimensional Micro-tissue Engineered Neural Networks for Nervous System Reconstruction, Modulation, and Modeling

Published on: May 31, 2017

13.2K

科学领域:

  • 人工智能的人工智能
  • 机器学习 机器学习
  • 深度学习 (Deep Learning) 是一种深度学习.

背景情况:

  • 神经架构搜索 (NAS) 自动化了神经网络设计.
  • 一次性NAS方法降低了搜索成本,但面临成本-性能权衡.
  • 微分架构搜索 (DARTS) 容易过度拟合,需要有效的早期停止策略.

研究的目的:

  • 为一次性NAS提出一个通用且有原则的早期停止标准.
  • 为了降低与NAS相关的高计算成本.
  • 为了减轻NAS过造成的性能下降.

主要方法:

  • 开发了一个早期停止标准,该标准基于连续搜索步骤预期的概括错误之间的差距.
  • 提议自动,免费地确定每个时代的停止值.
  • 应用了停止一次性NAS算法的标准.

主要成果:

  • 在数值实验中证明了提议的早期停止方法的有效性.
  • 降低了一次性NAS算法的搜索成本.
  • 在NAS-Bench-201和NATS-Bench数据集上保持获取架构的高性能.

结论:

  • 提议的早期停止标准提供了一种原则性的方法来优化NAS.
  • 在NAS中有效降低成本是可以在不影响性能的情况下实现的.
  • 该方法为提高一次性NAS的效率提供了一种多功能解决方案.