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View article: On fundamental aspects of quantum extreme learning machines
On fundamental aspects of quantum extreme learning machines Open
Quantum extreme learning machines (QELMs) have emerged as a promising framework for quantum machine learning. Their appeal lies in the rich feature map induced by the dynamics of a quantum substrate—the quantum reservoir—and the efficient …
View article: Exact gradients for linear optics with single photons
Exact gradients for linear optics with single photons Open
Though parameter shift rules have drastically improved gradient estimation methods for several types of quantum circuits, leading to improved performance in downstream tasks, so far they have not been transferable to linear optics with sin…
View article: On fundamental aspects of quantum extreme learning machines
On fundamental aspects of quantum extreme learning machines Open
Quantum Extreme Learning Machines (QELMs) have emerged as a promising framework for quantum machine learning. Their appeal lies in the rich feature map induced by the dynamics of a quantum substrate - the quantum reservoir - and the effici…