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Figure 2 - Noise-Resilient Designs for Optical Neural Networks

Figure 2: (a) Base 4 − 3 − 2 network, light circles indicate activations, boxes indicate post-activations. (b) Example for Design A with 2 layers as input copies to each subsequent layer. The light circles indicate the linear operations/matrix-vector products. The results of the linear operation is averaged (single solid-blue circle) and fed through the activation function, producing the multiple version of the layers output (boxes). (c) Example of Design B.
(a) Base 4 − 3 − 2 network, light circles indicate activations, boxes indicate post-activations. (b) Example for Design A with 2 layers as input copies to each subsequent layer. The light circles indicate the linear operations/matrix-vector products. The results of the linear operation is averaged (single solid-blue circle) and fed through the activation function, producing the multiple version of the layers output (boxes). (c) Example of Design B.
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