The main structure of the associative optical convolutional neural network is light source, convolution, pooling and detection. The basic processing of the associated optical state is performed in the convolution and pooling parts.

Unlike classical convolutional neural networks, these two parts in a correlated optical convolutional neural network manage the correlation of optical states and combine rays to produce simpler correlated states.

These results represent a step towards the development of high-performance solutions that can be widely applied in various areas of data science research.

Source: Ferra

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