超越感觉的学习:梦想如何组织神经元表征
Nicolas Deperrois1, Mihai A Petrovici1, Walter Senn1
1Department of Physiology, University of Bern, Bern, Switzerland.
Neuroscience and biobehavioral reviews
|December 14, 2023
概括
虚拟体验,像梦想一样,可能会塑造大脑的表现,就像感官输入一样. 新的理论提出"对抗性梦"和"对比性梦"用于超越预测处理的学习.
科学领域:
- 神经科学是一个神经科学.
- 计算神经科学是一种神经科学.
- 认知科学 认知科学
背景情况:
- 高层感官皮层开发了无监督的语义表示,用于灵活的行为.
- 当前的理论强调对感官输入进行预测处理,以形成表征.
- 大脑产生虚拟体验 (想象力,梦想) 超出了直接的感官输入.
研究的目的:
- 提出虚拟体验对于塑造皮层表征至关重要.
- 通过虚拟体验为代表性组织引入新的学习原则.
- 扩大对皮层学习的理解,超出预测处理范式.
主要方法:
- 概念框架将虚拟体验生成与学习原则相结合.
- 讨论"对立的梦"和"对比的梦"机制.
- 拟议原则与已知的皮质结构,动力学和睡眠现象学的结合.
主要成果:
- 虚拟体验,特别是梦想,可以积极塑造神经元的表现.
- "对抗性梦想"表明反-料-前进途径互动在学习中的作用.
- "对比的梦想"建议通过绘制类似的虚拟体验来学习不变性.
结论:
- 虚拟体验与感官输入一样重要,对于皮层表征的发展.
- 敌对和对比的梦想为理解大脑学习提供了新的计算原理.
- 这些原则提供了一个与睡眠和皮质功能相容的框架,扩展了预测性处理.
关键词:
敌对的 敌对的 敌对的形成对比的 形成对比的创造力 创造力 创造力在梦里做梦.预测编码是指预测性的编码.语义表示表示的语义表示.睡眠 睡眠 睡眠 睡眠没有监督的学习学习.虚拟体验是一种虚拟体验.更多相关视频
10:143D Scanning Technology Bridging Microcircuits and Macroscale Brain Images in 3D Novel Embedding Overlapping Protocol
Published on: May 12, 2019
7.3K
10:32Design, Surface Treatment, Cellular Plating, and Culturing of Modular Neuronal Networks Composed of Functionally Inter-connected Circuits
Published on: April 15, 2015
8.5K
相关概念视频
Dreaming
151
Sigmund Freud revolutionized our understanding of dreams by proposing that they are a window into the unconscious mind. According to Freud, dreams are not mere stories our minds create while we sleep but are profoundly meaningful narratives about our hidden desires and fears. He introduced two key concepts: manifest content and latent content. The manifest content is the actual content and imagery of the dream — what we remember when we wake up. The latent content, however, represents the...
151
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...
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
Storage
86
A schema is a mental framework that helps individuals organize and interpret information. Schemata, formed from previous experiences, influence how we process new information: how we encode it, the inferences we make, and how we retrieve it. For instance, a schema for what a typical classroom looks like might include desks, a teacher's desk, a whiteboard, and students in such an environment. This expectation helps us quickly understand and navigate new classrooms without needing to analyze...
86
Neuron Structure
223.0K
Overview
223.0K
Organization of the Brain
810
The brain is an integral component of the nervous system and serves as the center for processing sensory inputs, making decisions, and directing bodily actions. This complex organ is organized into three primary sections: the hindbrain, midbrain, and forebrain, each responsible for a range of vital functions.
Hindbrain
The hindbrain, located at the base of the brain, plays a vital role in regulating automatic processes that sustain life. It includes the medulla oblongata, which is essential for...
Hindbrain
The hindbrain, located at the base of the brain, plays a vital role in regulating automatic processes that sustain life. It includes the medulla oblongata, which is essential for...
810
Neuronal Communication
960
Neurons, the fundamental units of the brain and nervous system, communicate through complex electrochemical signals that underpin all cognitive and bodily functions. This communication is primarily facilitated by a process involving the generation and propagation of an action potential along the axon of the neuron. When the internal electrical charge of a neuron surpasses a certain threshold, an action potential is triggered. This rapid change in voltage travels swiftly along the axon to the...
960
