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Tani, Jun (준 타니) H-3681-2012

School of Electrical Engineering(전기및전자공학부)
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Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach

Hwang, Jungsik; Tani, Junresearcher, IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, v.10, no.2, pp.345 - 358, 2018-06


Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatiotemporal Scales RNN Model

Choi, Minkyu; Tani, Junresearcher, NEURAL COMPUTATION, v.30, no.1, pp.237 - 270, 2018-01


How can a recurrent neurodynamic predictive coding model cope with fluctuation in temporal patterns? Robotic experiments on imitative interaction

Ahmadi, Ahmadreza; Tani, Junresearcher, NEURAL NETWORKS, v.92, pp.3 - 16, 2017-08


Emergence of multimodal action representations from neural network self-organization

Parisi, German I.; Tani, Junresearcher; Weber, Cornelius; et al, COGNITIVE SYSTEMS RESEARCH, v.43, pp.208 - 221, 2017-06


Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment

Murata, Shingo; Yamashita, Yuichi; Arie, Hiroaki; et al, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.28, no.4, pp.830 - 848, 2017-04


Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles

Lyon, Caroline; Nehaniv, Chrystopher L.; Saunders, Joe; et al, INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, v.13, 2016-05


Development of compositional and contextual communicable congruence in robots by using dynamic neural network models

Park, Gibeom; Tani, Junresearcher, NEURAL NETWORKS, v.72, pp.109 - 122, 2015-12


Self-Organization of Spatio-Temporal Hierarchy via Learning of Dynamic Visual Image Patterns on Action Sequences

Jung, Minju; Hwang, Jungsik; Tani, Junresearcher, PLOS ONE, v.10, no.7, 2015-07


Learning to generate proactive and reactive behavior using a dynamic neural network model with time-varying variance prediction mechanism

Murata, Shingo; Arie, Hiroaki; Ogata, Tetsuya; et al, ADVANCED ROBOTICS, v.28, no.17, pp.1189 - 1203, 2014-10


Self-Organization and Compositionality in Cognitive Brains: A Neurorobotics Study

Tani, Junresearcher, PROCEEDINGS OF THE IEEE, v.102, no.4, pp.586 - 605, 2014-04


Goal-oriented behavior sequence generation based on semantic commands using multiple timescales recurrent neural network with initial state correction

Jeong, Sungmoon; Park, Yunjung; Mallipeddi, Rammohan; et al, NEUROCOMPUTING, v.129, no.Special SI, pp.67 - 77, 2014-04


An artificial network model for estimating the network structure underlying partially observed neuronal signals

Komatsu, Misako; Namikawa, Jun; Chao, Zenas C.; et al, NEUROSCIENCE RESEARCH, v.81-82, pp.69 - 77, 2014-04


Self-Organization and Compositionality in Cognitive Brains

Tani, Junresearcher; Friston, Karl; Haykin, Simon, PROCEEDINGS OF THE IEEE, v.102, no.4, pp.606 - 607, 2014-04


Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring

Murata, Shingo; Namikawa, Jun; Arie, Hiroaki; et al, IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, v.5, no.4, pp.298 - 310, 2013-12


The Hierarchical and Functional Connectivity of Higher-order Cognitive Mechanisms: Neurorobotic Model to Investigate the Stability and Flexibility of Working Memory

Alnajjar. Fady; Yamashita, Yuichi; Tani, Junresearcher, Frontiers in Neurorobotics, v.7, pp.1 - 13, 2013-02


Self-organizing high-order cognitive functions in artificial agents: Implications for possible prefrontal cortex mechanisms

Maniadakis, Michail; Trahanias, Panos; Tani, Junresearcher, NEURAL NETWORKS, v.33, pp.76 - 87, 2012-09


Tool-Body Assimilation of Humanoid Robot Using a Neurodynamical System

Nishide, Shun; Tani, Junresearcher; Takahashi, Toru; et al, IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, v.4, no.2, pp.139 - 149, 2012-06


Spontaneous Prediction Error Generation in Schizophrenia

Yamashita, Yuichi; Tani, Junresearcher, PLOS ONE, v.7, no.5, 2012-05


Imitating others by composition of primitive actions: A neuro-dynamic model

Arie, Hiroaki; Arakaki, Takafumi; Sugano, Shigeki; et al, ROBOTICS AND AUTONOMOUS SYSTEMS, v.60, pp.729 - 741, 2012-05


Neuro-robotics study on integrative learning of proactive visual attention and motor behaviors

Jeong, Sungmoon; Arie, Hiroaki; Lee, Minho; et al, COGNITIVE NEURODYNAMICS, v.6, no.1, pp.43 - 59, 2012-02

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