Amari Shun-Ichi
RIKEN Center for Brain Science.
Brain Nerve. 2019 Dec;71(12):1349-1355. doi: 10.11477/mf.1416201454.
The brain is an information machine equipped with mind and consciousness, acquired through a long history of evolution. Artificial intelligence (AI) aims at the development of intelligent functions in computers. We show mechanisms of deep learning in AI, and compare them with brain functions. In particular, we consider the function of consciousness in the brain, and its relation to AI. Mathematical neuroscience provides a powerful method to both AI and brain science. We conclude by emphasizing that further interactions are important for both AI and brain science.
大脑是一台配备了心智和意识的信息机器,它是通过漫长的进化历史而获得的。人工智能(AI)旨在开发计算机的智能功能。我们展示了人工智能中深度学习的机制,并将它们与大脑功能进行比较。特别是,我们考虑了大脑中意识的功能及其与人工智能的关系。数学神经科学为人工智能和脑科学都提供了一种强大的方法。我们强调,进一步的相互作用对人工智能和脑科学都很重要,以此作为结论。