Towards accurate and high-speed spiking neuromorphic systems with data quantization-aware deep networks

@inproceedings{Liu2018TowardsAA,
  title={Towards accurate and high-speed spiking neuromorphic systems with data quantization-aware deep networks},
  author={Fuqiang Liu and Chenchen Liu},
  booktitle={DAC},
  year={2018}
}
Deep Neural Networks (DNNs) have gained immense success in cognitive applications and greatly pushed today's artificial intelligence forward. The biggest challenge in executing DNNs is their extremely data-extensive computations. The computing efficiency in speed and energy is constrained when traditional computing platforms are employed in such… CONTINUE READING