与奖励相关的学习的细胞机制
J N Reynolds1, B I Hyland, J R Wickens
1The Neuroscience Research Centre, University of Otago, School of Medical Sciences, Dunedin, New Zealand.
Nature
|September 7, 2001
概括
积极强化学习是由大脑机制控制的. 黑色物质刺激会增强皮质输入到条纹体的力量,增强学习的行为.
科学领域:
- 神经科学是一个神经科学.
- 行为神经科学 行为神经科学
- 细胞机制 细胞机制
背景情况:
- 积极强化对学习和行为至关重要.
- 黑色物质在奖励和运动控制中发挥作用.
- 了解强化学习的神经基础是一个关键的研究领域.
研究的目的:
- 为了研究正增强背后的细胞机制.
- 探索黑色物质在强化学习中的作用.
- 确定黑质体的电刺激如何影响条体中的突触可塑性.
主要方法:
- 在老鼠中利用内自我刺激 (ICSS) 作为强化学习的模型.
- 测量了 substantia nigra刺激对皮质输入到条状神经元的影响.
- 评估了突触强化和杆压力行为获取速度之间的相关性.
主要成果:
- 黑色实体刺激诱导大脑皮层和条纹体之间的突触的强化.
- 这种突触强化取决于多巴胺受体的激活.
- 突触强化的程度与学习ICSS行为的速度相关.
结论:
- 提出了一个细胞机制,其中黑色物质刺激加强了学习的行为.
- 突出了强化学习期间在条形体中多巴胺介导的突触可塑性在强化学习中的作用.
- 表明皮质输入到条纹体的强化是积极强化中的关键细胞事件.
相关概念视频
Intracellular Signaling Cascades
Once a ligand binds to a receptor, the signal is transmitted through the membrane and into the cytoplasm. The continuation of a signal in this manner is called signal transduction. Signal transduction only occurs with cell-surface receptors, which cannot interact with most components of the cell, such as DNA. Only internal receptors can interact directly with DNA in the nucleus to initiate protein synthesis. When a ligand binds to its receptor, conformational changes occur that affect the...
Higher Mental Functions of Brain: Learning and Memory
Memory is one of the most vital higher mental functions of the brain. Memory is closely related to learning because it enables us to retain information and experiences from our past to use them in our present life. It also helps us to remember facts, events, and skills, such as riding a bike or swimming. There are two types of memory — declarative memory, which involves memorizing facts or events, and procedural memory, which enables us to remember how to do something like writing or playing an...
Associative Learning
Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
Classical conditioning, also known...
Real-World Application of Classical Conditioning
Classical conditioning not only includes the initial pairing of stimuli but also extends to more complex forms, such as higher-order conditioning. Higher-order conditioning involves creating associations beyond the primary conditioned stimulus, resulting in a chain of conditioned responses.
Higher-order, or second-order, conditioning occurs when a neutral stimulus becomes associated with an already established conditioned stimulus through repeated pairings. For instance, if a dog has been...
Higher-order, or second-order, conditioning occurs when a neutral stimulus becomes associated with an already established conditioned stimulus through repeated pairings. For instance, if a dog has been...
Law of Effect
B.F. Skinner, a prominent figure in behavioral psychology, introduced operant conditioning by emphasizing the role of consequences in shaping behavior. This theory builds upon the law of effect proposed by Edward Thorndike, which posits that behaviors followed by satisfying outcomes are likely to be repeated. In contrast, those followed by unsatisfying outcomes are less likely to recur.
Edward Thorndike's foundational work involved studying learning in animals, particularly using puzzle boxes...
Edward Thorndike's foundational work involved studying learning in animals, particularly using puzzle boxes...
Timing and Consequences on Behavior
In operant conditioning, the timing of reinforcement is crucial. For animals like rats and cats, immediate reinforcement (within a few seconds) is much more effective than delayed reinforcement. For example, a food reward for a rat needs to follow within 30 seconds of pressing a bar to be effective.
Humans, however, can respond to delayed reinforcers. We often make decisions between immediate small rewards and delayed larger rewards. This ability to delay gratification is a significant factor...
Humans, however, can respond to delayed reinforcers. We often make decisions between immediate small rewards and delayed larger rewards. This ability to delay gratification is a significant factor...


