Is there any relation between physics and neuroscience? In this talk I will bring you from the more theoretical part of physics, more specifically I going to explain you what superconductivity is, to the neuroscience world. My research focus on computational neuroscience, in particular in epilepsy. The traditional way to detect epileptic spikes relies on visual inspection which is time consuming and dependent of subjective human criteria. I'm interested in the development of new signal analysis methods, as machine learning approaches, to detect epileptic spikes in a fully automatically way.