312 citations
- Foundation for Research and Technology HellasGR32 papers
- University of CreteGR25 papers
- FORTH Institute of Electronic Structure and LaserGR4 papers
- Telefonica Research and DevelopmentES4 papers
- L3S Research CenterDE3 papers
- Roma Tre UniversityIT3 papers
- Université Paris CitéFR3 papers
- Chongqing University of TechnologyCN2 papers
- Czech Academy of Sciences, Institute of Computer ScienceCZ2 papers
- FORTH Institute of Applied and Computational MathematicsGR2 papers
- GESIS - Leibniz Institute for the Social SciencesDE2 papers
- Heinrich Heine University DüsseldorfDE2 papers
Showing cs.NEShow all
3 papers · 1 filter
cs.NE2021★ 3 cited
Even Faster SNN Simulation with Lazy+Event-driven Plasticity and Shared Atomics
Dennis Bautembach, Iason Oikonomidis, Antonis Argyros
We present two novel optimizations that accelerate clock-based spiking neural network (SNN) simulators. The first one targets spike timing dependent plasticity (STDP). It combines…
cs.NE2021★ 9 cited
Multi-GPU SNN Simulation with Static Load Balancing
Dennis Bautembach, Iason Oikonomidis, Antonis Argyros
We present a SNN simulator which scales to millions of neurons, billions of synapses, and 8 GPUs. This is made possible by 1) a novel, cache-aware spike transmission algorithm 2) a…
cs.NE2019★ 8 cited
Faster and Simpler SNN Simulation with Work Queues
Dennis Bautembach, Iason Oikonomidis, Nikolaos Kyriazis +1
We present a clock-driven Spiking Neural Network simulator which is up to 3x faster than the state of the art while, at the same time, being more general and requiring less program…