Foreign exchange prediction using long short-term memory neural network

Long short-term memory (LSTM) neural networks are a modern machine learning technique for sequence learning and prediction. They are inherently suitable and commonly applied to financial time series prediction problems. In this paper, the Author introduces four multivariate models based on LSTM neur...

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Bibliographic Details
Main Author: Sim, Ming Shi
Other Authors: Wang Lipo
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77904
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Institution: Nanyang Technological University
Language: English