Spiking neural networks (SNNs) are regarded as a promising candidate to deal with the major challenges of current machine learning techniques, including the high energy consumption induced by deep ...

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Deep neural networks (DNN) are becoming fundamental learning devices for extracting information from data in a variety of real-world applications and in natural and social sciences. The learning ...

Here we describe an “information-based exchange” model of brain function that ascribes to neocortex, basal ganglia, and thalamus distinct network functions. The model allows us to analyze whole brain ...

This year Ireland celebrates the bicentenary of the mathematician William Rowan Hamilton, best remembered for "quaternions" and for his pioneering work on optics and dynamics Picture of genius William ...