Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing

Quantum Optical Convolutional Neural Network: A Novel Image Recognition Framework for Quantum Computing

Large machine learning models based on Convolutional Neural Networks (CNNs) with rapidly increasing numbers of parameters are being deployed in a wide array of computer vision tasks. However, the insatiable demand for computing resources required to train these models is fast outpacing the advanceme...

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Bibliographic Details
Main Authors: Rishab Parthasarathy, Rohan T. Bhowmik
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
computer vision
image recognition
convolutional neural networks
quantum computing
quantum photonics
Online Access:https://ieeexplore.ieee.org/document/9492087/

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