Evolutionary multi-task learning for modular knowledge representation in neural networks

• Main Authors: Chandra, Rohitash, Gupta, Abhishek, Ong, Yew-Soon, Goh, Chi-Keong
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Evolutionary Multitasking; Neuro-evolution
• Online Access: https://hdl.handle.net/10356/138814
• Institution: Nanyang Technological University

The brain can be viewed as a complex modular structure with features of information processing through knowledge storage and retrieval. Modularity ensures that the knowledge is stored in a manner where any complications in certain modules do not affect the overall functionality of the brain. Althoug...