关于生物和人工意识:一个生物计算主义的案例
1Paris-Saclay Institute of Neuroscience (NeuroPSI), CNRS, Centre CEA Paris-Saclay, Gif-sur-Yvette, 91190, France.
Neuroscience and biobehavioral reviews
|December 19, 2025
概括
由于计算的根本差异,人工系统不太可能达到意识. 生物系统利用了不可分割的规模,基质依赖的处理和混合计算,这对于意识至关重要.
科学领域:
- 神经科学是一个神经科学.
- 人工智能的人工智能
- 思想的哲学 思想的哲学
背景情况:
- 目前关于人工意识的辩论通常依赖于计算功能主义,认为意识仅取决于信息处理模式.
- 生物自然主义认为,意识与生物体的物理过程密切相关.
- 在解释生物和数字系统之间的计算差异以及它们与意识的相关性方面存在差距.
研究的目的:
- 提出一个连贯的框架,解释为什么人工系统目前缺乏意识.
- 在意识的背景下,区分生物计算与数字计算.
- 概述一个生物计算理论的基本原则.
主要方法:
- 分析生物和数字系统之间的计算差异.
- 识别生物计算中的关键特征,这些特征对意识至关重要 (尺度不可分割性,混合计算).
- 开发生物计算的理论框架.
主要成果:
- 人工智能的意识缺失归因于计算模式的分裂,而不仅仅是缺乏组织.
- 生物系统采用规模不可分割的,基质依赖的多级处理作为代谢策略.
- 生物由于其流体基质而执行混合计算 (离散和连续值).
结论:
- 规模不可分割性和混合计算对于生物计算和意识至关重要.
- 目前基于数字计算的人工智能系统不太可能复制生物意识.
- 要理解意识,需要一个生物计算理论.
相关概念视频
Introduction to Cognitive Psychology
2.1K
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
2.1K
Understanding Consciousness
1.7K
Consciousness can be defined as the state of being aware of and able to think about one's existence, sensations, and surroundings. It encompasses two major components: awareness and arousal. Awareness pertains to the recognition of environmental stimuli and internal states. At the same time, arousal refers to the physiological readiness to engage with these stimuli, which varies significantly between states like sleep and wakefulness.
Sleep, a crucial state, is characterized by reduced...
Sleep, a crucial state, is characterized by reduced...
1.7K
Subconsciousness and No Awareness
629
The concept of subconscious awareness refers to the processing of information below the level of conscious thought, which significantly influences both behaviors and decisions. It is also known as waking subconscious awareness. This complex level of cognition operates without the direct awareness of the individual, facilitating rapid and simultaneous handling of multiple information streams.
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
629
High-Level and Low-Level Awareness
612
Controlled processes in human consciousness represent high-alert mental states where individuals deliberately focus their attention on achieving specific goals. Controlled processes can be seen in situations like mastering new technology, where a person might become so absorbed that they ignore surrounding distractions. Such processes involve selective attention, requiring one to concentrate on particular elements of experience while disregarding others. These are governed by executive...
612
Cognitivism
2.6K
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...
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...
2.6K
Introduction to Biological Bases of Psychology
4.4K
Biopsychology serves as a vital bridge connecting the intricate domains of biology and psychology, shedding light on how biological systems influence psychological phenomena. This field scrutinizes the biological substrates of behavior and mental processes, emphasizing the nervous system along with the roles of neurotransmitters, hormones, and genetics. It also incorporates evolutionary perspectives to explain the adaptive nature of mental functions.
The nervous system, the cornerstone of...
The nervous system, the cornerstone of...
4.4K


