27 citations · 30 across the 3 of their papers we have counts for
3 papers
Frameworks for SNNs: a Review of Data Science-oriented Software and an Expansion of SpykeTorch
Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland +2
Developing effective learning systems for Machine Learning (ML) applications in the Neuromorphic (NM) field requires extensive experimentation and simulation. Software frameworks a…
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland +2
Spiking Neural Networks (SNN) are characterised by their unique temporal dynamics, but the properties and advantages of such computations are still not well understood. In order to…
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario
Davide Liberato Manna, Alex Vicente Sola, Paul Kirkland +2
Spiking neural networks (SNNs) are largely inspired by biology and neuroscience and leverage ideas and theories to create fast and efficient learning systems. Spiking neuron models…