This article discusses the problem of exponential concentration in quantum kernel methods, which can hinder the trainability of quantum neural networks. The authors provide…
Browsing: Quantum Neural Networks
A team of scientists have published a paper discussing the use of optical and quantum neural networks to improve the efficiency and reduce the…
This article discusses the use of Sn-equivariant quantum neural networks (QNNs) for supervised learning tasks. The authors provide guidelines for building these networks and…
Researchers have developed a new method of teaching a quantum computer to understand and predict the behaviour of quantum systems, using a few simple…
EPFL scientists have developed a new way to teach a quantum computer how to understand and predict the behavior of quantum systems. This method,…