21 citations · 52 across the 9 of their papers we have counts for
3 papers · 1 filter
A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models
Sanaullah, Kaushik Roy, Ulrich Rückert +1
In this article, we propose a novel standalone hybrid Spiking-Convolutional Neural Network (SC-NN) model and test on using image inpainting tasks. Our approach uses the unique capa…
Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures
Sanaullah, Shamini Koravuna, Ulrich Rückert +1
With the motivation and the difficulties that currently exist in comprehending and utilizing the promising features of SNNs, we proposed a novel run-time multi-core architecture-ba…
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware
Christoph Ostrau, Jonas Homburg, Christian Klarhorst +2
With more and more event-based neuromorphic hardware systems being developed at universities and in industry, there is a growing need for assessing their performance with domain sp…