Sustainable AI: Mathematical Foundations of Spiking Neural Networks

Adalbert Fono, Manjot Singh, Ernesto Araya +3

Deep learning's success comes with growing energy demands, raising concerns about the long-term sustainability of the field. Spiking neural networks, inspired by biological neurons…