28 citations · 58 across the 8 of their papers we have counts for
3 papers · 1 filter
Unsupervised Spiking Instance Segmentation on Event Data using STDP
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola +1
Spiking Neural Networks (SNN) and the field of Neuromorphic Engineering has brought about a paradigm shift in how to approach Machine Learning (ML) and Computer Vision (CV) problem…
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland +2
Spiking neural networks (SNNs) have become an interesting alternative to conventional artificial neural networks (ANN) thanks to their temporal processing capabilities and energy e…
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron
Joshua Robertson, Paul Kirkland, Juan Arturo Alanis +4
The ever-increasing demand for Artificial Intelligence (AI) systems is underlining a significant requirement for new, AI-optimised hardware. Neuromorphic (brain-like) processors ar…