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@INPROCEEDINGS{Yegenoglu:912537,
      author       = {Yegenoglu, Alper},
      title        = {{O}ptimizing {S}piking {N}eural {N}etworks with {L}2{L} on
                      {HPC} systems},
      reportid     = {FZJ-2022-05710},
      year         = {2022},
      abstract     = {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.},
      month         = {Dec},
      date          = {2022-12-08},
      organization  = {End of year colloquium 2022 at JSC,
                       Jülich (Germany), 8 Dec 2022 - 8 Dec
                       2022},
      subtyp        = {Other},
      cin          = {JSC},
      cid          = {I:(DE-Juel1)JSC-20090406},
      pnm          = {5111 - Domain-Specific Simulation $\&$ Data Life Cycle Labs
                      (SDLs) and Research Groups (POF4-511) / HBP SGA2 - Human
                      Brain Project Specific Grant Agreement 2 (785907) / HBP SGA3
                      - Human Brain Project Specific Grant Agreement 3 (945539) /
                      PhD no Grant - Doktorand ohne besondere Förderung
                      (PHD-NO-GRANT-20170405) / HDS LEE - Helmholtz School for
                      Data Science in Life, Earth and Energy (HDS LEE)
                      (HDS-LEE-20190612) / CSD-SSD - Center for Simulation and
                      Data Science (CSD) - School for Simulation and Data Science
                      (SSD) (CSD-SSD-20190612) / SLNS - SimLab Neuroscience
                      (Helmholtz-SLNS) / ICEI - Interactive Computing
                      E-Infrastructure for the Human Brain Project (800858)},
      pid          = {G:(DE-HGF)POF4-5111 / G:(EU-Grant)785907 /
                      G:(EU-Grant)945539 / G:(DE-Juel1)PHD-NO-GRANT-20170405 /
                      G:(DE-Juel1)HDS-LEE-20190612 / G:(DE-Juel1)CSD-SSD-20190612
                      / G:(DE-Juel1)Helmholtz-SLNS / G:(EU-Grant)800858},
      typ          = {PUB:(DE-HGF)31},
      url          = {https://juser.fz-juelich.de/record/912537},
}