%0 Conference Paper
%A Yegenoglu, Alper
%T Optimizing Spiking Neural Networks with L2L on HPC systems
%M FZJ-2022-05710
%D 2022
%X In my talk I present the optimization of spiking neural networks (SNN) on HPC system using the L2L framework. I explain the problems when training SNNs to learn to solve tasks, then I introduce the concept of learning to learn and the framework L2L which implements the concept. Furthermore, I describe how optimization can be applied with L2L on SNNs and showcase two examples, namely optimizing a spiking reservoir network to classify digits and a swarm with a foraging behaviour.
%B End of year colloquium 2022 at JSC
%C 8 Dec 2022 - 8 Dec 2022, Jülich (Germany)
Y2 8 Dec 2022 - 8 Dec 2022
M2 Jülich, Germany
%F PUB:(DE-HGF)31
%9 Talk (non-conference)
%U https://juser.fz-juelich.de/record/912537