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

Working Memory01:24

Working Memory

789
Working memory refers to a combination of components, including short-term memory and attention, that allow an individual to hold information temporarily as we perform cognitive tasks. It is an essential cognitive function that enables the execution of complex tasks such as problem-solving, comprehension, and reasoning. Unlike short-term memory, which simply involves the storage of information for a brief period, working memory involves the active manipulation and processing of this...
789
Language and Cognition01:27

Language and Cognition

704
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
704
Reason and Intuition01:37

Reason and Intuition

7.4K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
7.4K
High-Level and Low-Level Awareness01:19

High-Level and Low-Level Awareness

623
Controlled processes in human consciousness represent high-alert mental states where individuals deliberately focus their attention on achieving specific goals. Controlled processes can be seen in situations like mastering new technology, where a person might become so absorbed that they ignore surrounding distractions. Such processes involve selective attention, requiring one to concentrate on particular elements of experience while disregarding others. These are governed by executive...
623
Higher Mental Functions of the Brain: Language01:10

Higher Mental Functions of the Brain: Language

3.4K
Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
3.4K
Metacognition01:26

Metacognition

706
Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
706

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

Active Inference with Dynamic Planning and Information Gain in Continuous Space by Inferring Low-Dimensional Latent States.

Entropy (Basel, Switzerland)·2025
Same author

Modeling autonomous shifts between focus state and mind-wandering using a predictive-coding-inspired variational recurrent neural network.

Frontiers in computational neuroscience·2025
Same author

How deep will you go? Hierarchy in predictive coding and transformers.

Cognitive neuroscience·2025
Same author

The Epistemic Uncertainty Gradient in Spaces of Random Projections.

Entropy (Basel, Switzerland)·2025
Same author

Digital twin brain simulator for real-time consciousness monitoring and virtual intervention using primate electrocorticogram data.

NPJ digital medicine·2025
Same author

Development of compositionality through interactive learning of language and action of robots.

Science robotics·2025

相关实验视频

Updated: Jan 13, 2026

The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients
05:48

The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients

Published on: June 12, 2020

6.3K

工作记忆和自我指导的内在语言增强多任务通用化在主动推理中的多任务通用化.

Jeffrey Frederic Queißer1, Jun Tani2

  • 1Okinawa Institute of Science and Technology, Okinawa 904-0412, Japan jeffrey.queisser@oist.jp.

Neural computation
|October 29, 2025
PubMed
概括

这项研究表明,用两个工作记忆模块和内在语言堆叠的循环神经网络 (RNN) 如何获得复杂的任务. 这种方法通过记忆和语言之间的结构化相互作用来提高任务性能和概括性.

科学领域:

  • 计算神经科学是一种计算神经科学.
  • 认知建模认知建模
  • 人工智能的人工智能是人工智能.

背景情况:

  • 工作记忆对于认知任务至关重要.
  • 循环神经网络 (RNN) 用于建模顺序数据.
  • 积极推断 (AIF) 为目标导向行为提供了一个框架.

研究的目的:

  • 通过堆叠的RNN和多个工作记忆来研究工作记忆任务的同时获取.
  • 探索内在语言在任务执行和概括中的作用.
  • 在最佳条件下分析模型的内部动态.

主要方法:

  • 模拟了一个堆叠的RNN与多个工作内存模块相互作用.
  • 员工监督培训通过尽量减少自由能量.
  • 利用主动推理 (AIF) 框架来实现目标导向的任务执行.
  • 在任务执行过程中加入了自我指导的内在语言.

主要成果:

  • 通过两个工作记忆模块和内在语音实现了最佳的任务性能.
  • 在最佳条件下,在堆叠的RNN中形成了一个时间层次.
  • 该模型展示了跨新任务配置的概括能力.

更多相关视频

Utilizing Electroencephalography Measurements for Comparison of Task-Specific Neural Efficiencies: Spatial Intelligence Tasks
06:57

Utilizing Electroencephalography Measurements for Comparison of Task-Specific Neural Efficiencies: Spatial Intelligence Tasks

Published on: August 9, 2016

11.9K
Task Interruption and Resumption Paradigm for Testing the Activation and Pursuit of an Abstract Thinking Goal
06:45

Task Interruption and Resumption Paradigm for Testing the Activation and Pursuit of an Abstract Thinking Goal

Published on: April 18, 2017

6.6K

相关实验视频

Last Updated: Jan 13, 2026

The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients
05:48

The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients

Published on: June 12, 2020

6.3K
Utilizing Electroencephalography Measurements for Comparison of Task-Specific Neural Efficiencies: Spatial Intelligence Tasks
06:57

Utilizing Electroencephalography Measurements for Comparison of Task-Specific Neural Efficiencies: Spatial Intelligence Tasks

Published on: August 9, 2016

11.9K
Task Interruption and Resumption Paradigm for Testing the Activation and Pursuit of an Abstract Thinking Goal
06:45

Task Interruption and Resumption Paradigm for Testing the Activation and Pursuit of an Abstract Thinking Goal

Published on: April 18, 2017

6.6K

结论:

  • 工作记忆和自主语言生成之间的相互作用支持概括.
  • 该模型提供了对工作记忆和语言背后的神经机制的洞察.
  • 这些发现表明了人工通用智能的潜在架构.