Perception coordination network: A neuro framework for multimodal concept acquisition and binding

• Main Authors: XING, You-Lu, SHI, Xiao-Feng, SHEN, Fu-Rao, ZHAO, Jin-Xi, PAN, Jing-Xin, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Concept acquisition and binding; multimodal learning; online incremental learning; perception coordination network (PCN); unsupervised learning; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/5249; https://ink.library.smu.edu.sg/context/sis_research/article/6252/viewcontent/tnnls19_Perception_av.pdf
• Institution: Singapore Management University

To simulate the concept acquisition and binding of different senses in the brain, a biologically inspired neural network model named perception coordination network (PCN) is proposed. It is a hierarchical structure, which is functionally divided into the primary sensory area (PSA), the primary senso...