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Frontiers in Neurorobotics|January 10, 2018
Representation Learning of Logic Words by an RNN: From Word Sequences to Robot ActionsTatsuro Yamada, Shingo Murata, Hiroaki Arie, et al.
Entropy (Basel, Switzerland)|August 28, 2025
Active Inference with Dynamic Planning and Information Gain in Continuous Space by Inferring Low-Dimensional Latent StatesTakazumi Matsumoto, Kentaro Fujii, Shingo Murata, et al.
Frontiers in Psychiatry|September 9, 2020
Homogeneous Intrinsic Neuronal Excitability Induces Overfitting to Sensory Noise: A Robot Model of Neurodevelopmental DisorderHayato Idei, Shingo Murata, Yuichi Yamashita, et al.
Neural Networks : the Official Journal of the International Neural Network Society|March 2, 2021
Paradoxical sensory reactivity induced by functional disconnection in a robot model of neurodevelopmental disorderHayato Idei, Shingo Murata, Yuichi Yamashita, et al.
Frontiers in Neurorobotics|July 30, 2016
Dynamical Integration of Language and Behavior in a Recurrent Neural Network for Human-Robot InteractionTatsuro Yamada, Shingo Murata, Hiroaki Arie, et al.
Frontiers in Neurorobotics|August 9, 2018
Acquisition of Viewpoint Transformation and Action Mappings via Sequence to Sequence Imitative Learning by Deep Neural NetworksRyoichi Nakajo, Shingo Murata, Hiroaki Arie, et al.
Frontiers in Robotics and AI|October 15, 2021
Tool-Use Model to Reproduce the Goal Situations Considering Relationship Among Tools, Objects, Actions and Effects Using Multimodal Deep Neural NetworksNamiko Saito, Tetsuya Ogata, Hiroki Mori, et al.
Computational Psychiatry (Cambridge, Mass.)|May 22, 2024
Interaction between Functional Connectivity and Neural Excitability in Autism: A Novel Framework for Computational Modeling and Application to Biological DataYuta Takahashi, Shingo Murata, Masao Ueki, et al.
Scientific Reports|July 27, 2021
Neural network modeling of altered facial expression recognition in autism spectrum disorders based on predictive processing frameworkYuta Takahashi, Shingo Murata, Hayato Idei, et al.
IEEE Transactions on Neural Networks and Learning Systems|November 24, 2015
Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics ExperimentShingo Murata, Yuichi Yamashita, Hiroaki Arie, et al.
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