Foreign exchange prediction and trading using deep belief neural network

• Main Author: Muhammad Bin Mustaffa
• Other Authors: Wang Lipo
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/76355
• Institution: Nanyang Technological University

This project would provide an analysis on the deep belief network (DBN). A DBN would be constructed by stacking layers of restricted Boltzmann machines (RBM), and its learning process will be optimized by various optimization methods. Differing number of inputs, hidden layer and its number of neuron...