Spiking Neural Networks

@article{GhoshDastidar2009SpikingNN,
  title={Spiking Neural Networks},
  author={Samanwoy Ghosh-Dastidar and Hojjat Adeli},
  journal={International journal of neural systems},
  year={2009},
  volume={19 4},
  pages={
          295-308
        }
}
Most current Artificial Neural Network (ANN) models are based on highly simplified brain dynamics. They have been used as powerful computational tools to solve complex pattern recognition, function estimation, and classification problems. ANNs have been evolving towards more powerful and more biologically realistic models. In the past decade, Spiking Neural Networks (SNNs) have been developed which comprise of spiking neurons. Information transfer in these neurons mimics the information… CONTINUE READING

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