Sequence prediction using recurrent neural network

• المؤلف الرئيسي: Nguyen, Phan Huy
• مؤلفون آخرون: Goh Wooi Boon
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2017
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/70503
• المؤسسة: Nanyang Technological University

The project implemented a Gap-Filling Engine capable of filling in gaps in missing sequences of various types. A strategy was introduced to look forward into subsequent data, enabling the Engine to improve the accuracy of the prediction by more than 30%. A Sequence Model based on Long Short-term Mem...