Nonsmooth Formulation of the Support Vector Machine for a Neural Decoding Problem

Cary Humber, Kazufumi Ito, Chad Bouton

This paper formulates a generalized classification algorithm with an application to classifying (or `decoding') neural activity in the brain. Medical doctors and researchers have l…