Sequence recognition with spatio-temporal long-term memory organization

• Main Authors: Nguyen, Vu Anh, Goh, Wooi Boon, Starzyk, Janusz A.
• 其他作者: School of Computer Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/98284; http://hdl.handle.net/10220/12399

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...