MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization
PositiveArtificial Intelligence
- The MPD
- This development is crucial for advancing SNNs, which are increasingly recognized for their energy efficiency and potential applications in various fields, including image classification and real
- The findings contribute to ongoing discussions about the effectiveness of SNNs compared to traditional neural networks, particularly in terms of training techniques and robustness against noise, as researchers explore various methods to optimize SNN performance in practical applications.
— via World Pulse Now AI Editorial System
