Auto-encoder variants for solving handwritten digits classification problem

• Main Authors: Aamir, Muhammad, Mohd Nawi, Nazri, Mahdin, Hairulnizam, Naseem, Rashid, Zulqarnain, Muhammad
• Format: Article
• Language: English
• Published: The Korean Institute of Intelligent Systems 2020
• Subjects: TJ210.2-211.47 Mechanical devices and figures. Automata. Ingenious mechanisms. Robots (General)
• Online Access: http://eprints.uthm.edu.my/6246/1/AJ%202020%20%28254%29.pdf; http://eprints.uthm.edu.my/6246/; http://doi.org/10.5391/IJFIS.2020.20.1.8

Auto-encoders (AEs) have been proposed for solving many problems in the domain of machine learning and deep learning since the last few decades. Due to their satisfactory performance, their multiple variations have also recently appeared. First, we introduce the conventional AE model and its differe...