IE LAGARIS (Ioannina)

Date: 

Friday, April 12, 2019, 1:30pm to 2:00pm

Location: 

Maxwell-Dworkin, Rm G115, 33 Oxford St, Cambridge, MA 02138, USA
"Neural Modeling & Differential Equations" The universal approximation capability of neural networks is exploited to recover solutions of Differential Equations. The process of solving a Differential Equation is reduced to that of training a Neural Form. Boundary conditions may be satisfied either by proper construction of the neural form, or alternatively, by treating them as constraints. Dr. Lagaris is a Professor in the Department of Computer Science & Engineering at the University of Ioannina. His interests are in Local and Global optimization, Modeling & Simulation, Neural Networks, Pattern Recognition.