The time derivative neuron

@article{Xu2008TheTD,
  title={The time derivative neuron},
  author={Jie Xu and John G. Harris},
  journal={2008 IEEE International Symposium on Circuits and Systems},
  year={2008},
  pages={436-439}
}
We have developed the time derivative neuron to reduce the bandwidth needed to encode continuous-time input signals using spiking neuron models. Unlike conventional spiking neuron models, the time derivative neuron generates more spikes in regions of high change and is essentially invariant to DC shifts of the input. We describe the model and develop an… CONTINUE READING