Special Issue on Cognitive Computing for Collaborative Robotics
• 大类 : 工程技术 - 2区
• 小类 : 计算机：人工智能 - 2区
• 小类 : 计算机：跨学科应用 - 2区
Cognitive Computing breaks the boundary between two separate fields, neuroscience and computer science. It paves the way for machines to have reasoning abilities which is analogous to human. The research field of cognitive computing is interdisciplinary, and uses knowledge and methods from many areas such as psychology, biology, signal processing, physics, information theory, mathematics, and statistics. The development of cognitive computing will keep cross-fertilizing these research areas. However, in collaborative robotics applications there still remain many open problems for using cognitive computing theories. Technologies like Computational Cognition and Perception (CCP) and Computational Neuroscience (CN) are driving as the best tools for upgrading the robots with near human intelligence, which can be intended to physically interact with humans in a shared workspace.
The overall aim of this special issue is to collect the state-of-the-art contributions on the Computational Neuroscience, Computational Cognition and Perception, Computer Vision, Natural Language Processing, Human Action Analysis, and related applications in robotics.
The journal invites submissions for a special issue on "Cognitive Computing for Collaborative Robotics" that aims to attract high-quality papers that describe state-of-the-art technologies and new findings both in soft computing and robotics research fields. Some of the most important areas include, but are not limited to:
1. New Theories and Methods of Cognitive Computing
Human Brain Mapping Approaches
Computational Modelling (CNN, RNN, ANN etc)
Sensory Perception Methods
Memory and Imagination Models
Action Prediction Approaches
Soft Computing Models
2. Applications of Cognitive Computing in Robotics