Spatiotemporal Decoupled Learning for Spiking Neural Networks

Keyphrases

• Spiking Neural Networks 100%
• Coupling Learning 100%
• Spatiotemporal Decoupling 100%
• Backpropagation through Time 57%
• Local Learning 28%
• Memory Efficiency 28%
• Auxiliary Network 28%
• GPU Memory 28%
• Learning Methods 28%
• Spatial Decoupling 28%
• Energy Efficient 14%
• Artificial Intelligence 14%
• Online Learning 14%
• Neural Network Training 14%
• Effective Training 14%
• Memory Cost 14%
• Time Method 14%
• Spatial Dependence 14%
• Memory Overhead 14%
• Network Layer 14%
• Biologically Plausible 14%
• Training Effectiveness 14%
• Training Framework 14%
• Comparable Accuracy 14%
• Largest Subset 14%
• Memory Constraints 14%
• ImageNet Dataset 14%
• Event-based Vision 14%
• Efficient Training 14%
• Temporal Dependency 14%
• Extensive Evaluation 14%
• Vision Dataset 14%

Computer Science

• Neural Network 100%
• Subnetwork 75%
• Graphics Processing Unit 50%
• Network Layer 25%
• Energy Efficient 25%
• Neural Network Training 25%
• Electronic Learning 25%
• Artificial Intelligence 25%