Indonesian PhD Students Minisymposium 1 : Statistics and Neural Network

s – Mini Symposia 34 MS 6 (Monday 22, 15:45 – 17:15) Room C Indonesian PhD Students Minisymposium 1: Statistics and Neural Network Organizer: W.M. Kusumawinahyu (Dept. of Math., ITB, Indonesia) Brodjol Sutijo, Subanar, Suryo Guritno 1) Mathematics Department, Gadjah Mada University, Indonesia 2) Statistics Department, Sepuluh Nopember Institut of Technology, Indonesia Title: Construction and Training of Radial Basis Function Neural Network Abstract: Radial basis function neural network (RBFNN) is one kind of neural network which was used to classification or prediction. In RBFNN needs more parameters than Feed forward neural network (FFNN). This paper will be present a constructing reformulation RBFNN, which was developed to their training by supervised learning algorithm bases on gradient descent. A set of experiments on variety data will be reconstructing and training by gradient descent.