Efficient training of spiking neural networks with temporally-truncated local backpropagation through time

INIS

• accuracy 100%
• neural networks 100%
• algorithms 66%
• reduction 66%
• datasets 50%
• operation 33%
• design 16%
• dynamics 16%
• energy 16%
• comparative evaluations 16%
• information 16%
• benchmarks 16%
• cost 16%
• size 16%
• length 16%
• losses 16%
• trains 16%
• space 16%
• locality 16%
• learning 16%
• classification 16%
• slowdown 16%

Computer Science

• Backpropagation 100%
• Accuracy 100%
• Algorithms 60%
• Energy Efficient 20%
• Memory Access 20%
• Benchmark 20%
• Computational Cost 20%
• Classification Accuracy 20%
• Arithmetic Operation 20%
• Negative Effect 20%
• Neural Network Model 20%
• Memory Footprint 20%
• Information Loss 20%
• Temporal Locality 20%
• Spatial Locality 20%
• Combined Effect 20%
• Memory Utilization 20%
• Functions 20%
• Standards 20%
• Design 20%
• Events 20%
• Main Memory Access 20%
• training algorithm 20%