研究生物嗅觉系统的潜在智能机制

Y. Makino, M. Yano
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引用次数: 5

摘要

大脑是生物系统在进化过程中获得的智力中心。在不可预测的变化环境中,动物用它来识别外部世界并做出适当的行为决定。了解生物智能背后的机制对人工智能的发展非常重要。嗅觉是动物用来定位远处物体的一种感觉方式。由于与其他感觉方式相比,生物嗅觉系统相对简单,并且在细胞、网络、系统和心理物理层面上有丰富的知识,因此有可能全面理解生物嗅觉系统。本文综述了我们在嗅觉信息处理的时间方面的生物学和计算研究。此外,本文还强调了“时间”维度对于嗅觉信息处理系统在现实世界中的功能至关重要。
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Investigating the Underlying Intelligence Mechanisms of the Biological Olfactory System
The brain is the center of intelligence that biological systems have acquired during their evolutionary history. In unpredictably changing environments, animals use it to recognize the external world and to make appropriate behavioral decisions. Understanding the mechanisms underlying biological intelligence is important for the development of artificial intelligence. Olfaction is one of the sensory modalities that animals use to locate distant objects. Because of its relative simplicity compared with other sensory modalities and the wealth of knowledge at cellular, network, system, and psychophysical levels, it is possible that the biological olfactory system would be understood comprehensively. This paper reviews our biological and computational works with a focus on the temporal aspects of olfactory information processing. In addition, the paper highlights that the “time” dimension is essential for the functioning of the olfactory information processing system in the real world.
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