Neural Network with Matrix Inputs

In this paper we propose and analyze a multilayer perceptron-like model with matrix inputs. We applied the proposed model to the financial time series prediction problem, compared it with the standard multilayer perceptron model, and got fairly good results.

• Type: Journal
• Year: 2008
• Where: INFORMATICALT
• Authors: Povilas Daniusis, Pranas Vaitkus
• Keywords: INFORMATICALT 2008, Multilayer Perceptron Model, Multilayer Perceptron-like Model, Series Prediction Problem