In order to extract more important morphological features of neuron images and achieve accurate classification of the neuron type, a method is proposed that uses Sugeno fuzzy integral integration of ...

New research explains how the shapes of neurons can be classified using mathematical methods from the field of algebraic topology. Neuroscientists can now start building a formal catalogue for all the ...

Dendritic neuron models (DNMs) introduce biologically inspired non-linear processing by simulating dendritic subunits within artificial neurons. Conventional artificial neural networks treat each ...