MURATA Shingo
ムラタ シンゴ
MURATA Shingo
Faculty of Science and Technology Department of Electronics and Electrical Engineering/Associate ProfessorBasic Information
Specialty
Cognitive Robotics, Robot Learning, Computational Psychiatry, Deep Learning, Human–Robot Interaction
Related Links
Researcher Number
80778168
Paper Review Qualification
Thesis Guide Qualification in the Graduate School of Science and Technology : Master/Doctor
Biography
Research experience
Keio University Department of Electronics and Electrical Engineering, Faculty of Science and Technology Associate Professor
Keio University Department of Electronics and Electrical Engineering, Faculty of Science and Technology Assistant Professor
The Graduate University for Advanced Studies Department of Informatics, School of Multidisciplinary Science Assistant Professor
Research
Reseach overview
We focus on cognitive robotics study that draws on cognitive neuroscience, robotics, machine learning, and so on. In particular, our research interests include( but are not limited to):(1) synthetically understanding computational mechanisms of human cognitive functions and (2) realizing intelligent robots that can interact or collaborate with others. Furthermore, we are also interested in( 3) understanding computational mechanisms of psychiatric disorders such as autism spectrum disorder and schizophrenia in terms of cognitive robotics study.
Research Interests
- Deep Learning
- Cognitive Robotics
- ロボット学習
- Computational Psychiatry
- Neural Network
- Recurrent Neural Network
- 予測符号化
- 能動的推論
- 自由エネルギー原理
Research areas
Others / Cognitive Robotics
Others / Robot Learning
Others / Computational Psychiatry
Intelligent informatics
Intelligent robotics