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convolutional neural networks 1energy-efficient inference 1in situ training 1optical hardware acceleration 1photonic neural networks 1

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1 paper

cs.ET2026

Photonic convolutional neural network with pre-trained in situ training

Saurabh Ranjan, Sonika Thakral, Amit Sehgal

The paper presents a fully photonic convolutional neural network that performs all CNN operations optically and demonstrates high accuracy on MNIST, using a digital twin for pre‑tr…