Quaternion Networks Beat Quantum Circuits on Vision Benchmarks
A controlled comparison finds quaternion-valued neural networks match or exceed shallow variational quantum circuits on MNIST, FashionMNIST, and CIFAR-10 at ...
A controlled comparison finds quaternion-valued neural networks match or exceed shallow variational quantum circuits on MNIST, FashionMNIST, and CIFAR-10 at ...
A comprehensive new review finds that quantum graph neural networks deliver real parameter efficiency and task-specific utility, but definitive quantum ...
Researchers have shown that quantum annealers can train variational quantum algorithms by recasting parameter optimization as a QUBO problem, achieving ...
© 2025 Scienmag - Science Magazine
© 2025 Scienmag - Science Magazine