Neuromorphic computing has shown the capability of low-power real-time parallel computations, however, implementing the backpropagation algorithm entirely on a neuromorphic chip has remained challenging. The authors propose a spiking neural network implementation of the exact backpropagation algorithm fully on-chip without a computer in the loop.
- Alpha Renner
- Forrest Sheldon
- Andrew Sornborger
