61 citations · 100 across the 3 of their papers we have counts for
3 papers
Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker
Sergio Davies, Andrew Gait, Andrew Rowley +1
Artificial Neural Networks (ANN) have gained significant popularity thanks to their ability to learn using the well-known backpropagation algorithm. Conversely, Spiking Neural Netw…
Real-Time Cortical Simulation on Neuromorphic Hardware
Oliver Rhodes, Luca Peres, Andrew G. D. Rowley +4
Real-time simulation of a large-scale biologically representative spiking neural network is presented, through the use of a heterogeneous parallelisation scheme and SpiNNaker neuro…
SpiNNTools: The Execution Engine for the SpiNNaker Platform
Andrew G. D. Rowley, Christian Brenninkmeijer, Simon Davidson +7
Distributed systems are becoming more common place, as computers typically contain multiple computation processors. The SpiNNaker architecture is such a distributed architecture, c…