TY  - CONF
AU  - Yegenoglu, Alper
TI  - Optimizing Spiking Neural Networks with L2L on HPC systems
M1  - FZJ-2022-05710
PY  - 2022
AB  - 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.
T2  - End of year colloquium 2022 at JSC
CY  - 8 Dec 2022 - 8 Dec 2022, Jülich (Germany)
Y2  - 8 Dec 2022 - 8 Dec 2022
M2  - Jülich, Germany
LB  - PUB:(DE-HGF)31
UR  - https://juser.fz-juelich.de/record/912537
ER  -