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 ...
Researchers have unveiled FakeMark, an attack that fabricates convincing neural network watermark evidence without ever accessing the victim model, exposing ...
Researchers have introduced NB-Net, a biologically inspired neural network that expands in width through parallel multi-scale branches and staged feature ...
A new tensor decomposition framework dynamically compresses and decompresses neural network layers during training, achieving 95.81 percent accuracy in 12 ...
Researchers at Harbin Engineering University have developed a dual-stream semantic communication framework that lets embodied AI agents preserve both visual ...
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© 2025 Scienmag - Science Magazine