Traces Propagation: Memory-Efficient and Scalable Forward-Only Learning in Spiking Neural Networks

Lorenzo Pes, Bojian Yin, Sander Stuijk +1

Spiking Neural Networks (SNNs) provide an efficient framework for processing dynamic spatio-temporal signals and for investigating the learning principles underlying biological neu…