Neuroevolution Guided Hybrid Spiking Neural Network Training
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.838523
Abstract: Neuromorphic computing algorithms based on Spiking Neural Networks (SNNs) are evolving to be a disruptive technology driving machine learning research. The overarching goal of this work is to develop a structured algorithmic framework for SNN… read more here.
Keywords: neuroevolution guided; neuroevolution; training; spiking neural ... See more keywords
Neuroevolution for Parameter Adaptation in Differential Evolution
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15040122
Abstract: Parameter adaptation is one of the key research fields in the area of evolutionary computation. In this study, the application of neuroevolution of augmented topologies to design efficient parameter adaptation techniques for differential evolution is… read more here.
Keywords: parameter adaptation; parameter; neuroevolution; differential evolution ... See more keywords