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光神经计算机的研究指的是利用光物理学和光技术,研究神经网络的基本原理,并探讨采用光学器件或光电混合器件实现神经网络硬件系统的方法。本讲先讨论神经网络和光物理学、光技术的关系,以及由此引出的光神经计算机的特征,然后介绍光神经计算机系统的基本结构,以及用光技术实现联想、学习等高级功能的基本原理和基本方法。最后简单介绍光神经计算机的发展前景。
Optical neural computer research refers to the use of photophysics and optical technology to study the basic principles of neural networks, and to explore the use of optics or optoelectronic devices to achieve neural network hardware system. This talk begins with a discussion of the relationship between neural networks and photophysics and light technology, and the characteristics of light-neuro-computer derived therefrom, and then introduces the basic structure of light-neuro computer systems and the basic principles of light technology for advanced functions such as association and learning And the basic method. Finally, a brief introduction to the development prospects of optical neural computer.