Analog neural network for support vector machine learning.
An analog neural network for support vector machine learning is proposed, based on a partially dual formulation of the quadratic programming problem. It results in a simpler circuit implementation with respect to existing neural solutions for the same application. The effectiveness of the proposed network is shown through some computer simulations concerning benchmark problems.
Perfetti
Renzo
R
Ricci
Elisa
E
D003202:Computers, Analog; D007858:Learning; D016571:Neural Networks, Computer