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Tani, Jun (준 타니) H-3681-2012

Department
School of Electrical Engineering(전기및전자공학부)
Co-author
Collaboration Network Collaboration Network
Website
http://neurorobot.kaist.ac.kr/HomePage
Research Area

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1

Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach

Hwang, Jungsik; Tani, JunresearcherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, v.10, no.2, pp.345 - 358, 2018-06

2

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

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

3

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

Ahmadi, Ahmadreza; Tani, JunresearcherPERGAMON-ELSEVIER SCIENCE LTDNEURAL NETWORKS, v.92, pp.3 - 16, 2017-08

4

Emergence of multimodal action representations from neural network self-organization

Parisi, German I.; Tani, Junresearcher; Weber, Cornelius; Wermter, StefanELSEVIER SCIENCE BVCOGNITIVE SYSTEMS RESEARCH, v.43, pp.208 - 221, 2017-06 View PDF (1236kb)

5

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

Murata, Shingo; Yamashita, Yuichi; Arie, Hiroaki; Ogata, Testsuya; Sugano, Shigeki; Tani, JunresearcherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.28, no.4, pp.830 - 848, 2017-04

6

Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles

Lyon, Caroline; Nehaniv, Chrystopher L.; Saunders, Joe; Belpaeme, Tony; Bisio, Ambra; Fischer, Kerstin; Forster, Frank; Lehmann, Hagen; Metta, Giorgio; Mohan, Vishwanathan; Morse, Anthony; Nolfi, Stefano; Nori, Francesco; Rohlfing, Katharina; Sciutti, Alessandra; Tani, Junresearcher; Tuci, Elio; Wrede, Britta; Zeschel, Arne; Cangelosi, AngeloINTECH EUROPEINTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, v.13, 2016-05 View PDF (1303kb)

7

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

Park, Gibeom; Tani, JunresearcherPERGAMON-ELSEVIER SCIENCE LTDNEURAL NETWORKS, v.72, pp.109 - 122, 2015-12

8

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

Jung, Minju; Hwang, Jungsik; Tani, JunresearcherPUBLIC LIBRARY SCIENCEPLOS ONE, v.10, no.7, 2015-07 View PDF (2220kb)

9

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; Sugano, Shigeki; Tani, JunresearcherTAYLOR & FRANCIS LTDADVANCED ROBOTICS, v.28, no.17, pp.1189 - 1203, 2014-10

10

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

Tani, JunresearcherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCPROCEEDINGS OF THE IEEE, v.102, no.4, pp.586 - 605, 2014-04

11

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; Tani, Junresearcher; Lee, MinhoELSEVIER SCIENCE BVNEUROCOMPUTING, v.129, no.Special SI, pp.67 - 77, 2014-04

12

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

Komatsu, Misako; Namikawa, Jun; Chao, Zenas C.; Nagasaka, Yasuo; Fujii, Naotaka; Nakamura, Kiyohiko; Tani, JunresearcherELSEVIER IRELAND LTDNEUROSCIENCE RESEARCH, v.81-82, pp.69 - 77, 2014-04

13

Self-Organization and Compositionality in Cognitive Brains

Tani, Junresearcher; Friston, Karl; Haykin, SimonIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCPROCEEDINGS OF THE IEEE, v.102, no.4, pp.606 - 607, 2014-04

14

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; Sugano, Shigeki; Tani, JunresearcherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCIEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, v.5, no.4, pp.298 - 310, 2013-12

15

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, JunresearcherTechnische Universität MünchenFrontiers in Neurorobotics, v.7, pp.1 - 13, 2013-02

16

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

Maniadakis, Michail; Trahanias, Panos; Tani, JunresearcherPERGAMON-ELSEVIER SCIENCE LTDNEURAL NETWORKS, v.33, pp.76 - 87, 2012-09

17

Tool-Body Assimilation of Humanoid Robot Using a Neurodynamical System

Nishide, Shun; Tani, Junresearcher; Takahashi, Toru; Okuno, Hiroshi G.; Ogata, TetsuyaIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCIEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, v.4, no.2, pp.139 - 149, 2012-06

18

Spontaneous Prediction Error Generation in Schizophrenia

Yamashita, Yuichi; Tani, JunresearcherPUBLIC LIBRARY SCIENCEPLOS ONE, v.7, no.5, 2012-05 View PDF (441kb)

19

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

Arie, Hiroaki; Arakaki, Takafumi; Sugano, Shigeki; Tani, JunresearcherELSEVIER SCIENCE BVROBOTICS AND AUTONOMOUS SYSTEMS, v.60, pp.729 - 741, 2012-05

20

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

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

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