Prospects for Quantum Equivariant Neural Networks

Convolutional neural networks (CNNs) exploit translational invariance within images. Group equivariant neural networks comprise a natural generalization of convolutional neural networks by exploiting other symmetries arising through different group actions. Informally, a linear map is equivariant if...

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Bibliographic Details
Main Author: Castelazo, Grecia
Other Authors: Lloyd, Seth
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147273