Convolutional Neural Networks With Integrated Optics

Autor:	Ching Eng Png, Jun Rong Ong, Chin Chun Ooi, Flynn Loh, Thomas Y. L. Ang, Soon Thor Lim, Yu Xiang Peh
Rok vydání:	2020
Předmět:	Contextual image classification Artificial neural network Computer science Property (programming) business.industry Computer Science::Neural and Evolutionary Computation ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Pattern recognition Star (graph theory) Convolutional neural network symbols.namesake ComputingMethodologies_PATTERNRECOGNITION Fourier transform Computer Science::Computer Vision and Pattern Recognition symbols Integrated optics Artificial intelligence business MNIST database
Zdroj:	OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF).
Popis:	We present an architecture to realize a convolutional neural network with integrated optics by using the Fourier transform property of star couplers. We show, in computer simulation, high accuracy image classification using the MNIST dataset.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::be2279f4116ec67c658c2a548621682f https://doi.org/10.1364/psc.2020.psth1f.2 Zobrazit plný text záznamu