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On-Chip Optical Convolutional Neural Networks (1808.03303v2)
Published 9 Aug 2018 in cs.ET
Abstract: Convolutional Neural Networks (CNNs) are a class of Artificial Neural Networks(ANNs) that employ the method of convolving input images with filter-kernels for object recognition and classification purposes. In this paper, we propose a photonics circuit architecture which could consume a fraction of energy per inference compared with state of the art electronics.
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