SpikeReg: Energy-Efficient 3D Deformable Medical Image Registration with Spiking Neural Networks 事件

SpikeReg: Energy-Efficient 3D Deformable Medical Image Registration with Spiking Neural Networks arXiv:2605.25144v1 Announce Type: new Abstract: Deformable medical image registration aligns anatomical structures across images but remains computationally dense at 3D resolution. Spiking neural networks (SNNs) offer sparse event-driven computation, yet have not been systematically studied for deformable medical image registration. We introduce SpikeReg, a spiking U-Net for 3D brain MRI registratio