Shingo Murata
Title
Cited by
Cited by
Year
Learning to reproduce fluctuating time series by inferring their time-dependent stochastic properties: Application in robot learning via tutoring
S Murata, J Namikawa, H Arie, S Sugano, J Tani
IEEE Transactions on Autonomous Mental Development 5 (4), 298-310, 2013
722013
Learning to perceive the world as probabilistic or deterministic via interaction with others: A neuro-robotics experiment
S Murata, Y Yamashita, H Arie, T Ogata, S Sugano, J Tani
IEEE transactions on neural networks and learning systems 28 (4), 830-848, 2015
412015
Dynamical integration of language and behavior in a recurrent neural network for human–robot interaction
T Yamada, S Murata, H Arie, T Ogata
Frontiers in neurorobotics 10, 5, 2016
312016
Multiclass classification of driver perceived workload using long short-term memory based recurrent neural network
UE Manawadu, T Kawano, S Murata, M Kamezaki, J Muramatsu, ...
2018 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2018
242018
A neurorobotics simulation of autistic behavior induced by unusual sensory precision
H Idei, S Murata, Y Chen, Y Yamashita, J Tani, T Ogata
Computational Psychiatry 2, 164-182, 2018
172018
Emergence of interactive behaviors between two robots by prediction error minimization mechanism
Y Chen, S Murata, H Arie, T Ogata, J Tani, S Sugano
2016 Joint IEEE International Conference on Development and Learning and …, 2016
122016
Representation learning of logic words by an RNN: From word sequences to robot actions
T Yamada, S Murata, H Arie, T Ogata
Frontiers in neurorobotics 11, 70, 2017
112017
Tool-use model considering tool selection by a robot using deep learning
N Saito, K Kim, S Murata, T Ogata, S Sugano
2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids …, 2018
102018
Acquisition of viewpoint representation in imitative learning from own sensory-motor experiences
R Nakajo, S Murata, H Arie, T Ogata
2015 Joint IEEE International Conference on Development and Learning and …, 2015
92015
Learning to generate proactive and reactive behavior using a dynamic neural network model with time-varying variance prediction mechanism
S Murata, H Arie, T Ogata, S Sugano, J Tani
Advanced Robotics 28 (17), 1189-1203, 2014
92014
Reduced behavioral flexibility by aberrant sensory precision in autism spectrum disorder: a neurorobotics experiment
H Idei, S Murata, Y Chen, Y Yamashita, J Tani, T Ogata
2017 Joint IEEE International Conference on Development and Learning and …, 2017
82017
Estimating driver workload with systematically varying traffic complexity using machine learning: experimental design
UE Manawadu, T Kawano, S Murata, M Kamezaki, S Sugano
International Conference on Intelligent Human Systems Integration, 106-111, 2018
72018
Generation of sensory reflex behavior versus intentional proactive behavior in robot learning of cooperative interactions with others
S Murata, Y Yamashita, H Arie, T Ogata, J Tani, S Sugano
4th International Conference on Development and Learning and on Epigenetic …, 2014
72014
Learning and recognition of multiple fluctuating temporal patterns using S-CTRNN
S Murata, H Arie, T Ogata, J Tani, S Sugano
International Conference on Artificial Neural Networks, 9-16, 2014
72014
Learning to Achieve Different Levels of Adaptability for Human–Robot Collaboration Utilizing a Neuro-Dynamical System
S Murata, Y Li, H Arie, T Ogata, S Sugano
IEEE Transactions on Cognitive and Developmental Systems 10 (3), 712-725, 2018
62018
Attractor representations of language-behavior structure in a recurrent neural network for human-robot interaction
T Yamada, S Murata, H Arie, T Ogata
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015
62015
Homogeneous intrinsic neuronal excitability induces overfitting to sensory noise: A robot model of neurodevelopmental disorder
H Idei, S Murata, Y Yamashita, T Ogata
Frontiers in psychiatry 11, 762, 2020
42020
Dynamical linking of positive and negative sentences to goal-oriented robot behavior by hierarchical rnn
T Yamada, S Murata, H Arie, T Ogata
International conference on artificial neural networks, 339-346, 2016
42016
Tool-body assimilation model based on body babbling and a neuro-dynamical system for motion generation
K Takahashi, T Ogata, H Tjandra, S Murata, H Arie, S Sugano
International Conference on Artificial Neural Networks, 363-370, 2014
42014
Acquisition of viewpoint transformation and action mappings via sequence to sequence imitative learning by deep neural networks
R Nakajo, S Murata, H Arie, T Ogata
Frontiers in neurorobotics 12, 46, 2018
22018
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Articles 1–20