Sequence recognition with spatio-temporal long-term memory organization

• المؤلفون الرئيسيون: Nguyen, Vu Anh, Goh, Wooi Boon, Starzyk, Janusz A.
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98284; http://hdl.handle.net/10220/12399
• المؤسسة: Nanyang Technological University

In this work, we propose a connectionist memory structure for spatio-temporal sequence learning and recognition inspired by the Long-Term Memory structure of human cortex. Besides symbolic data, our framework is able to continuously process real-valued multi-dimensional data stream. This capability...