在动态"贝叶斯"大脑中的规范化,动作和吸引力
1Radboud University, Nijmegen, The Netherlands.
Journal of cognitive neuroscience
|October 8, 2025
概括
大脑直接跟踪观察模式,而不仅仅是隐藏的原因. 以前的经验和目标充当吸引力,指导大脑的计算.
科学领域:
- 认知神经科学 认知神经科学
- 计算神经科学是一种神经科学.
- 贝叶斯式大脑理论 贝叶斯式大脑理论
背景情况:
- 有影响力的"贝叶斯大脑"假说认为大脑推断出感官输入的隐藏原因.
- 这一框架推动了认知和神经科学的重大研究.
研究的目的:
- 介绍贝叶斯大脑假设的概括.
- 提出大脑的主要任务是直接跟踪观察的概率结构.
- 将先前的期望,规范化和行为目标重新定义为动态系统中的吸引因素.
主要方法:
- 贝叶斯推理模型的理论概括.
- 概念框架整合了先前的经验,规范化和目标导向的行为.
- 关于神经计算的动态系统视角.
主要成果:
- 大脑的核心功能是跟踪观察结构,而不仅仅是推断隐藏的状态.
- 之前的经验为杂的观测提供了必要的规范化.
- 行为目标作为吸引力,类似于先前的期望.
结论:
- 这种观点通过关注可观测的结构来完善贝叶斯式大脑框架.
- 它提供了对先前的期望,规范化和目标作为吸引力的统一观点.
- 拟议的模型可以通过突出显示大脑功能中的新奇并行来刺激新的实证和理论研究.
更多相关视频
08:45Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
Published on: October 24, 2012
15.2K
11:54Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
Published on: May 8, 2021
5.1K
相关概念视频
Neural Regulation
43.1K
Digestion begins with a cephalic phase that prepares the digestive system to receive food. When our brain processes visual or olfactory information about food, it triggers impulses in the cranial nerves innervating the salivary glands and stomach to prepare for food.
43.1K
Propagation of Action Potentials
8.9K
The propagation of an action potential refers to the process by which a nerve impulse, or "action potential," travels along a neuron.
Neurons (nerve cells) have a resting membrane potential, with a slightly negative charge inside compared to outside. This is maintained by ion channels, such as sodium (Na+) and potassium (K+) channels, which control the flow of ions. When a stimulus, like a touch or a signal from another neuron, triggers the neuron, sodium channels open, allowing sodium ions to...
Neurons (nerve cells) have a resting membrane potential, with a slightly negative charge inside compared to outside. This is maintained by ion channels, such as sodium (Na+) and potassium (K+) channels, which control the flow of ions. When a stimulus, like a touch or a signal from another neuron, triggers the neuron, sodium channels open, allowing sodium ions to...
8.9K
Functional Brain Systems: Reticular Formation
4.3K
The reticular formation is a complex network of gray and white matter located within the brainstem extending from the medulla to the midbrain.
Within the reticular formation, there are several distinct nuclei that can be classified into three broad categories. The Raphe nuclei are located along the midline of the brainstem. They are primarily known for their role in synthesizing and releasing serotonin, a neurotransmitter involved in regulating mood, appetite, sleep, and circadian rhythms. The...
Within the reticular formation, there are several distinct nuclei that can be classified into three broad categories. The Raphe nuclei are located along the midline of the brainstem. They are primarily known for their role in synthesizing and releasing serotonin, a neurotransmitter involved in regulating mood, appetite, sleep, and circadian rhythms. The...
4.3K
Action Potential
10.7K
Neurons communicate by firing action potentials—the electrochemical signal that is propagated along the axon. The signal results in the release of neurotransmitters at axon terminals, thereby transmitting information to the nervous system. An action potential is a specific "all-or-none" change in membrane potential that results in a rapid spike in voltage.
Membrane potential in neurons
Neurons typically have a resting membrane potential of about -70 millivolts (mV). When they receive...
Membrane potential in neurons
Neurons typically have a resting membrane potential of about -70 millivolts (mV). When they receive...
10.7K
Neural Circuits
2.6K
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...
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...
2.6K
Functional Brain Systems: Limbic System
6.5K
The limbic system, often called the "emotional brain," is a complex set of structures located deep within the brain. The intricate network of the limbic system supports a wide range of psychological functions, from emotional regulation to memory formation and sensory processing. This functional brain region encompasses specific parts of the diencephalon and the cerebrum, integrating the higher mental functions of the cerebral cortex with the primitive emotional responses of the deep brain...
6.5K
