Abstract: Large-scale deep learning models rely on wireless networks for distributed training approaches, which are essential to meet the immense computational and data demands. However, the ...
Abstract: Spiking Neural Networks (SNNs) offer biological plausibility and energy efficiency, but conventional Leaky Integrate-and-Fire (LIF) neurons with shared parameters limit adaptability and ...