A GPU based simulation of multilayer spiking neural networks

@article{Ahmadi2011AGB,
  title={A GPU based simulation of multilayer spiking neural networks},
  author={Arash Ahmadi and Hamid Soleimani},
  journal={2011 19th Iranian Conference on Electrical Engineering},
  year={2011},
  pages={1-5}
}
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
10 Extracted Citations
17 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 10 extracted citations

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 17 references

Khatri, "Hardware Acceleration of EDA Algorithms

  • S.P.K. Gulati
  • New York: Springer,
  • 2010
1 Excerpt

NVIDIA, CUDA (Compute Unified Device Architecture) Programming Guide "Version

  • S. Clara
  • NVIDIA Corporation, CA, USA,
  • 2007
1 Excerpt

Similar Papers

Loading similar papers…