A GPU based simulation of multilayer spiking neural networks

  title={A GPU based simulation of multilayer spiking neural networks},
  author={Arash Ahmadi and Hamid Soleimani},
  journal={2011 19th Iranian Conference on Electrical Engineering},
Nowadays, despite significant advances in VLSI technology, in the case of massively parallel systems still new computational architectures are required. Using graphic processing units (GPU) as a low-cost and high performance computing platform is an efficient preferred approach to such problems. Simulation of spiking neural networks (SNN) is a well-known challenge encountering these barriers. In this paper we demonstrate an Izhikevich neuron simulator that runs on a single GPU. The GPU-SNN… CONTINUE READING
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