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The Scientific Method02:40

The Scientific Method

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Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.
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Cognitivism01:17

Cognitivism

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Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
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Hypothesis: Accept or Fail to Reject?01:17

Hypothesis: Accept or Fail to Reject?

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The outcome of any hypothesis testing leads to rejecting or not rejecting the null hypothesis. This decision is taken based on the analysis of the data, an appropriate test statistic, an appropriate confidence level, the critical values, and P-values. However, when the evidence suggests that the null hypothesis cannot be rejected, is it right to say, 'Accept' the null hypothesis?
There are two ways to indicate that the null hypothesis is not rejected. 'Accept' the null...
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Hindsight Biases01:12

Hindsight Biases

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Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now? 
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Fundamental Attribution Error01:14

Fundamental Attribution Error

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According to some social psychologists, people tend to overemphasize internal factors as explanations—or attributions—for the behavior of other people. They tend to assume that the behavior of another person is a trait of that person, and to underestimate the power of the situation on the behavior of others. They tend to fail to recognize when the behavior of another is due to situational variables, and thus to the person’s state. This erroneous assumption is...
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Cause and Effect01:53

Cause and Effect

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While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
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相关实验视频

Updated: Jul 15, 2025

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

Published on: March 2, 2015

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预测编码是可以伪造的吗?

H Bowman1, D J Collins2, A K Nayak3

  • 1School of Computing, University of Kent, UK; School of Psychology, University of Birmingham, UK; Wellcome Centre for Human Neuroimaging, UCL, UK.

Neuroscience and biobehavioral reviews
|September 25, 2023
PubMed
概括
此摘要是机器生成的。

神经科学中的预测编码理论受到不可伪造性的担忧的挑战. 这项研究表明,具体的唤起响应模式,考虑到精度,可以伪造预测编码,确保其科学有效性.

关键词:
注意力 注意力 注意力 注意力唤起的反应引起了反应.收益控制 收益控制预测编码是指预测性的编码.

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Creating Objects and Object Categories for Studying Perception and Perceptual Learning
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Creating Objects and Object Categories for Studying Perception and Perceptual Learning

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Cross-Modal Multivariate Pattern Analysis
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Cross-Modal Multivariate Pattern Analysis

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相关实验视频

Last Updated: Jul 15, 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

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Creating Objects and Object Categories for Studying Perception and Perceptual Learning
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Creating Objects and Object Categories for Studying Perception and Perceptual Learning

Published on: November 2, 2012

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Cross-Modal Multivariate Pattern Analysis
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Cross-Modal Multivariate Pattern Analysis

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科学领域:

  • 神经科学是一个神经科学.
  • 认知科学 认知科学
  • 计算神经科学是一种神经科学.

背景情况:

  • 预测编码是神经科学中占主导地位的理论,通过预测错误来解释感知和认知.
  • 人们对预测编码模型的潜在不可伪造性表示担忧.
  • 存在"反预测"模式,预期的刺激引发更大的反应,挑战基本的预测编码配方.

研究的目的:

  • 为了解决围绕预测编码理论的不可伪造性问题.
  • 调查特定的经验数据是否可以伪造预测编码.
  • 检查准确权重在解释反预测模式中的作用.

主要方法:

  • 对行为和神经成像数据模式的分析.
  • 在不同的精度假设下,对预测编码公式的理论检查.
  • 识别特定的响应特征 (幅度,延迟,频率) 以区分解释.

主要成果:

  • 观察到反预测模式,即预期的刺激会产生更大的唤起反应.
  • 虽然提高精度可以解释这些模式,但它也改变了响应延迟和频率.
  • 这些延迟和频率的相关变化提供了伪造的经验标记.

结论:

  • 预测编码本身并不是不可伪造的.
  • 预测错误和精度权重的相互作用可以经验测试.
  • 唤起反应中的特定模式,通过精确度调节,允许伪造预测编码,维护其科学严谨性.