信心是由选择前和选择后的决策信号动态预测的
John P Grogan1,2, Wouter Rys1, Simon P Kelly3
1School of Psychology, Trinity College Dublin, Dublin, Ireland.
Imaging neuroscience (Cambridge, Mass.)
|September 18, 2023
概括
选择后的证据积累,通过电生理学签名测量,当确定性低时继续,影响选择信心. 这一发现支持了取决于确定性的决策停止理论.
科学领域:
- 认知神经科学 认知神经科学
- 决策研究 决策研究
- 电力生理学 电力生理学
背景情况:
- 众所周知,选择信心受到承诺后证据的影响.
- 选择后证据采样的精确神经机制仍然不太清楚.
研究的目的:
- 调查证据积累和选择后的运动准备的电生理学动态.
- 确定这些神经特征如何与对感知决策的信心有关.
主要方法:
- 在选择前和选择后的时期,追踪了电生理学特征,包括中心-周周阳性 (CPP) 和 mu/beta带活动.
- 分析了与参与者的信心报告和决策结果有关的神经数据,包括心态变化.
主要成果:
- 预选CPP幅度与信心相关,即使没有立即反.
- 选择后,CPP表现出持续的活动,特别是在认可的选择中确定性较低,无论决策变化如何.
- 较低的确定性与延迟的运动准备信号和较慢的信心报告有关.
结论:
- 研究结果支持依赖于确定性的停止理论,即证据的积累持续到达到信心值.
- 这些结果提供了对选择信心和决策过程的神经基础的见解.
更多相关视频
07:05Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents
Published on: September 10, 2018
6.0K
10:50Behavioral Determination of Stimulus Pair Discrimination of Auditory Acoustic and Electrical Stimuli Using a Classical Conditioning and Heart-rate Approach
Published on: June 6, 2012
14.6K
相关概念视频
Decision Making: P-value Method
5.5K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.5K
Hindsight Biases
3.4K
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?
3.4K
Prediction Intervals
2.3K
The interval estimate of any variable is known as the prediction interval. It helps decide if a point estimate is dependable.
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
2.3K
Classification of Signals
519
In signal processing, signals are classified based on various characteristics: continuous-time versus discrete-time, periodic versus aperiodic, analog versus digital, and causal versus noncausal. Each category highlights distinct properties crucial for understanding and manipulating signals.
A continuous-time signal holds a value at every instant in time, representing information seamlessly. In contrast, a discrete-time signal holds values only at specific moments, often denoted as x(n), where...
A continuous-time signal holds a value at every instant in time, representing information seamlessly. In contrast, a discrete-time signal holds values only at specific moments, often denoted as x(n), where...
519
Decision Making
140
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
140
Decision Making: Traditional Method
4.0K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.0K
