13 citations · 23 across the 3 of their papers we have counts for
3 papers
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes
Johannes Christian Thiele, Olivier Bichler, Antoine Dupret
Event-based neuromorphic systems promise to reduce the energy consumption of deep learning tasks by replacing expensive floating point operations on dense matrices by low power spa…
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation
Johannes C. Thiele, Olivier Bichler, Antoine Dupret +2
The increasing need for intelligent sensors in a wide range of everyday objects requires the existence of low power information processing systems which can operate autonomously in…
A wake-sleep algorithm for recurrent, spiking neural networks
Johannes Thiele, Peter Diehl, Matthew Cook
We investigate a recently proposed model for cortical computation which performs relational inference. It consists of several interconnected, structurally equivalent populations of…