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OZTOP ERHAN
OZTOP ERHAN
OZTOP ERHAN
OZTOP ERHAN
Institute for Open and Transdisciplinary Research Initiatives, Specially Appointed Professor (Full Time)

keyword Developmental robotics, Cognitive robotics, Machine learning, Boolean function representation, Computational neural modeling, Human-robot co-adaptation

Research Areas 3

  1. Informatics / Computational science / Computational brain modeling, cognitive modeling, computational motor control

  2. Informatics / Mathematical informatics / Boolean functions, polynomial threshold functions, extremal combinatorics

  3. Informatics / Intelligent robotics / Developmental robotics, Cognitive robotics, human-robot interaction

Papers 116

  1. Correspondence Learning Between Morphologically Different Robots via Task Demonstrations

    Hakan Aktas, Yukie Nagai, Minoru Asada, Erhan Oztop, Emre Ugur

    IEEE Robotics and Automation Letters 2024/05 Research paper (scientific journal)

  2. Discovering Predictive Relational Object Symbols With Symbolic Attentive Layers

    Alper Ahmetoglu, Batuhan Celik, Erhan Oztop, Emre Ugur

    IEEE Robotics and Automation Letters 2024/02 Research paper (scientific journal)

  3. Bidirectional Progressive Neural Networks With Episodic Return Progress for Emergent Task Sequencing and Robotic Skill Transfer

    Suzan Ece Ada, Hanne Say, Emre Ugur, Erhan Oztop

    IEEE Access 2024 Research paper (scientific journal)

  4. Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning

    Suzan Ece Ada, Erhan Oztop, Emre Ugur

    IEEE Robotics and Automation Letters 2024 Research paper (scientific journal)

  5. A Model for Cognitively Valid Lifelong Learning

    Hanne Say, Erhan Oztop

    2023 IEEE International Conference on Robotics and Biomimetics (ROBIO) p. 1-7 2023/12/04 Research paper (international conference proceedings)

    Publisher: IEEE
  6. Developmental Scaffolding with Large Language Models

    Batuhan Celik, Alper Ahmetoglu, Emre Ugur, Erhan Oztop

    2023 IEEE International Conference on Development and Learning (ICDL) p. 396-402 2023/11/09 Research paper (international conference proceedings)

    Publisher: IEEE
  7. Exploration With Intrinsic Motivation Using Object–Action–Outcome Latent Space

    Melisa Idil Sener, Yukie Nagai, Erhan Oztop, Emre Ugur

    IEEE Transactions on Cognitive and Developmental Systems Vol. 15 No. 2 p. 325-336 2023/06 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
  8. Bimanual Rope Manipulation Skill Synthesis through Context Dependent Correction Policy Learning from Human Demonstration

    Baturhan Akbulut, Tuba Girgin, Arash Mehrabi, Minoru Asada, Emre Ugur, Erhan Oztop

    2023 IEEE International Conference on Robotics and Automation (ICRA) p. 3904-3910 2023/05/29 Research paper (international conference proceedings)

    Publisher: IEEE
  9. Trust in robot-robot scaffolding

    Murat Kirtay, Verena V. Hafner, Minoru Asada, Erhan Oztop

    IEEE Transactions on Cognitive and Developmental Systems p. 1-1 2023 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
  10. DeepSym: Deep Symbol Generation and Rule Learning for Planning from Unsupervised Robot Interaction

    Alper Ahmetoglu, M. Yunus Seker, Justus Piater, Erhan Oztop, Emre Ugur

    Journal of Artificial Intelligence Research Vol. 75 p. 709-745 2022/11/06 Research paper (scientific journal)

    Publisher: AI Access Foundation
  11. Reinforcement learning for constructing low density sign representations of Boolean functions.

    Oytun Yapar, Erhan Oztop

    The 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium 2022/10 Research paper (international conference proceedings)

  12. Combined weight and density bounds on the polynomial threshold function representation of Boolean functions

    Erhan Oztop, Minoru Asada

    Discrete Mathematics Vol. 345 No. 8 2022/08 Research paper (scientific journal)

  13. High-level features for resource economy and fast learning in skill transfer

    Alper Ahmetoglu, Emre Ugur, Minoru Asada, Erhan Oztop

    Advanced Robotics Vol. 36 No. 5-6 p. 291-303 2022/03/19 Research paper (scientific journal)

  14. Imitation and mirror systems in robots through Deep Modality Blending Networks

    Seker, M.Y., Ahmetoglu, A., Nagai, Y., Asada, M., Oztop, E., Ugur, E.

    Neural Networks Vol. 146 p. 22-35 2022 Research paper (scientific journal)

  15. Symbolic Manipulation Planning With Discovered Object and Relational Predicates

    Alper Ahmetoglu, Erhan Oztop, Emre Ugur

    IEEE Robotics and Automation Letters 2025/02 Research paper (scientific journal)

  16. Inferring effort-safety trade off in perturbed squat-to-stand task by reward parameter estimation

    Emir Arditi, Tjasa Kunavar, Negin Amirshirzad, Emre Ugur, Jan Babič, Erhan Oztop

    Engineering Applications of Artificial Intelligence 2025/02 Research paper (scientific journal)

  17. A Neural Network Architecture for Learning a Feedback Controller from Demonstration

    Arash Mehrabi, Erhan Oztop

    2024 International Joint Conference on Neural Networks (IJCNN) Vol. 1 p. 1-8 2024/06/30 Research paper (international conference proceedings)

    Publisher: IEEE
  18. Augmenting Reservoirs with Higher Order Terms for Resource Efficient Learning

    Bedirhan Çelebi, Minoru Asada, Erhan Oztop

    2024 International Joint Conference on Neural Networks (IJCNN) Vol. 1 p. 1-8 2024/06/30 Research paper (international conference proceedings)

    Publisher: IEEE
  19. Human-in-the-Loop Training Leads to Faster Skill Acquisition and Adaptation in Reinforcement Learning-Based Robot Control.

    Deniz Yilmaz, Barkan Ugurlu, Erhan Öztop

    AMC p. 1-6 2024 Research paper (international conference proceedings)

  20. Coupled Conditional Neural Movement Primitives

    Mehmet Pekmezci, Emre Ugur, Erhan Oztop

    Neural Computing and Applications 2024 Research paper (scientific journal)

  21. Interplay Between Neural Computational Energy and Multimodal Processing in Robot-Robot Interaction

    Murat Kirtay, Verena V. Hafner, Minoru Asada, Erhan Oztop

    2023 IEEE International Conference on Development and Learning (ICDL) p. 15-21 2023/11/09 Research paper (international conference proceedings)

    Publisher: IEEE
  22. Advancing Humanoid Robots for Social Integration: Evaluating Trustworthiness Through a Social Cognitive Framework

    Volha Taliaronak, Anna L. Lange, Murat Kirtay, Erhan Oztop, Verena V. Hafner

    2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) p. 2112-2119 2023/08/28 Research paper (international conference proceedings)

    Publisher: IEEE
  23. Context based Echo State Networks for Robot Movement Primitives

    Negin Amirshirzad, Minoru Asada, Erhan Oztop

    2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) p. 1077-1082 2023/08/28 Research paper (international conference proceedings)

    Publisher: IEEE
  24. Deep Multi-Object Symbol Learning with Self-Attention Based Predictors.

    Alper Ahmetoglu, Erhan Öztop, Emre Ugur

    SIU p. 1-4 2023 Research paper (international conference proceedings)

  25. Adaptive Shared Control with Human Intention Estimation for Human Agent Collaboration

    Negin Amirshirzad, Emre Ugur, Ozkan Bebek, Erhan Oztop

    2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) 2022/08/20 Research paper (international conference proceedings)

    Publisher: IEEE
  26. Modeling robot trust based on emergent emotion in an interactive task.

    Murat Kirtay, Erhan Öztop, Minoru Asada, Verena V. Hafner

    IEEE International Conference on Development and Learning(ICDL) p. 1-8 2021 Research paper (international conference proceedings)

    Publisher: IEEE
  27. An Ecologically Valid Reference Frame for Perspective Invariant Action Recognition.

    Berkay Bayram, Emre Ugur, Minoru Asada, Erhan Öztop

    IEEE International Conference on Development and Learning(ICDL) p. 1-7 2021 Research paper (international conference proceedings)

    Publisher: IEEE
  28. Learning Medical Suturing Primitives for Autonomous Suturing.

    Negin Amirshirzad, Begum Sunal, Ozkan Bebek, Erhan Öztop

    17th IEEE International Conference on Automation Science and Engineering(CASE) p. 256-261 2021 Research paper (international conference proceedings)

    Publisher: IEEE
  29. Inferring Cost Functions Using Reward Parameter Search and Policy Gradient Reinforcement Learning

    Emir Arditi, Tjasa Kunavar, Emre Ugur, Jan Babic, Erhan Oztop

    IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY 2021 Research paper (international conference proceedings)

  30. Trust me! I am a robot: an affective computational account of scaffolding in robot-robot interaction

    Murat Kirtay, Erhan Oztop, Minoru Asada, Verena V. Hafner

    2021 30TH IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN) p. 189-196 2021 Research paper (international conference proceedings)

  31. Learning System Dynamics via Deep Recurrent and Conditional Neural Systems

    Mehmet Pekmezci, Emre Ugur, Erhan Oztop

    29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021) 2021 Research paper (international conference proceedings)

  32. Emotion as an emergent phenomenon of the neurocomputational energy regulation mechanism of a cognitive agent in a decision-making task

    Kirtay, M., Vannucci, L., Albanese, U., Laschi, C., Oztop, E., Falotico, E.

    Adaptive Behavior Vol. 29 No. 1 p. 55-71 2021 Research paper (scientific journal)

  33. Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning

    Navarro-Guerrero, N., Nguyen, S.M., Oztop, E., Zhong, J.

    IEEE Transactions on Cognitive and Developmental Systems Vol. 13 No. 2 p. 234-238 2021

  34. Effect Regulated Projection of Robot's Action Space for Production and Prediction of Manipulation Primitives through Learning Progress and Predictability-Based Exploration

    Bugur, S., Oztop, E., Nagai, Y., Ugur, E.

    IEEE Transactions on Cognitive and Developmental Systems Vol. 13 No. 2 p. 286-297 2021 Research paper (scientific journal)

  35. ACNMP: Skill Transfer and Task Extrapolation through Learning from Demonstration and Reinforcement Learning via Representation Sharing.

    Mete Akbulut, Erhan Öztop, Muhammet Yunus Seker, Honghu Xue, Ahmet E. Tekden, Emre Ugur

    4th Conference on Robot Learning(CoRL) p. 1896-1907 2020 Research paper (international conference proceedings)

    Publisher: PMLR
  36. High-level representations through unconstrained sensorimotor learning

    Ozgur Baran Ozturkcu, Emre Ugur, Erhan Oztop

    10TH IEEE INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB 2020) p. 1-6 2020 Research paper (international conference proceedings)

  37. Symbol Emergence in Cognitive Developmental Systems: A Survey

    Tadahiro Taniguchi, Justus Piater, Florentin Worgotter, Emre Ugur, Matej Hoffmann, Lorenzo Jamone, Takayuki Nagai, Benjamin Rosman, Toshihiko Matsuka, Naoto Iwahashi, Erhan Oztop

    IEEE Transactions on Cognitive and Developmental Systems Vol. 11 No. 4 p. 494-516 2019/12 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
  38. Human Adaptation to Human–Robot Shared Control

    Negin Amirshirzad, Asiye Kumru, Erhan Oztop

    IEEE Transactions on Human-Machine Systems Vol. 49 No. 2 p. 126-136 2019/04 Research paper (scientific journal)

  39. Force Reference Extraction via Human Interaction for a Robotic Polishing Task: Force-Induced Motion

    Sara Hamdan, Erhan Oztop, Barkan Ugurlu

    2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC) p. 4019-4024 2019 Research paper (international conference proceedings)

  40. Adaptive Inverse Kinematics of a 9-DOF Surgical Robot for Effective Manipulation

    Begum Sunal, Erhan Oztop, Ozkan Bebek

    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2019) p. 678-683 2019 Research paper (international conference proceedings)

  41. Affordance-based altruistic robotic architecture for human-robot collaboration.

    Mert Imre, Erhan Öztop, Yukie Nagai, Emre Ugur

    Adapt. Behav. Vol. 27 No. 4 p. 223-241 2019 Research paper (scientific journal)

  42. Symbol Emergence in Cognitive Developmental Systems: a Survey

    Tadahiro Taniguchi, Emre Ugur, Matej Hoffmann, Lorenzo Jamone, Takayuki Nagai, Benjamin Rosman, Toshihiko Matsuka, Naoto Iwahashi, Erhan Oztop, Justus Piater, Florentin Wörgötter

    IEEE Transactions on Cognitive and Developmental Systems Vol. 11 No. 4 p. 494-516 2018/01/26 Research paper (scientific journal)

  43. Effective Robot Skill Synthesis via Divided Control

    Osman Kaya, Erhan Oztop

    2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO) p. 766-771 2018 Research paper (international conference proceedings)

  44. Modeling the Development of Infant Imitation using Inverse Reinforcement Learning

    Ahmet E. Tekden, Emre Ugur, Yukie Nagai, Erhan Oztop

    2018 JOINT IEEE 8TH INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB) p. 155-160 2018 Research paper (international conference proceedings)

  45. Human-In-The-Loop Control and Task Learning for Pneumatically Actuated Muscle Based Robots

    Teramae, Tatsuya, Ishihara, Koji, Bahic, Jan, Morimoto, Jun, Oztop, Erhan

    Frontiers in Neurorobotics Vol. 12 No. November 2018 Research paper (scientific journal)

  46. Surviving in Artificial Life Simulation

    Dev, Onur Baris, Aydogan, Reyhan, Oztop, Erhan, IEEE

    2017 25th Signal Processing and Communications Applications Conference (Siu) 2017 Research paper (international conference proceedings)

  47. Real-Time Decoding of Arm Kinematics During Grasping Based on F5 Neural Spike Data

    Ashena, Narges, Papadourakis, Vassilis, Raos, Vassilis, Oztop, Erhan

    Advances in Neural Networks, Pt I Vol. 10261 p. 261-268 2017 Research paper (international conference proceedings)

  48. On the Co-absence of Input Terms in Higher Order Neuron Representation of Boolean Functions

    Yapar, Oytun, Oztop, Erhan

    Advances in Neural Networks, Pt Ii Vol. 10262 p. 362-370 2017 Research paper (international conference proceedings)

  49. Cognition-Enabled Robot Manipulation in Human Environments

    Ersen, Mustafa, Oztop, Erhan, Sariel, Sanem

    Ieee Robotics & Automation Magazine Vol. 24 No. 3 p. 108-122 2017 Research paper (scientific journal)

  50. Algorithms for Obtaining Parsimonious Higher Order Neurons

    Sezener, Can Eren, Oztop, Erhan

    Artificial Neural Networks and Machine Learning - Icann 2017, Pt I Vol. 10613 p. 146-154 2017 Research paper (scientific journal)

  51. Synergistic human-robot shared control via human goal estimation

    Amirshirzad, Negin, Kaya, Osman, Oztop, Erhan, IEEE

    2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan (Sice) p. 691-695 2016 Research paper (scientific journal)

  52. Sequential Decision Making Based on Emergent Emotion for a Humanoid Robot

    Kirtay, Murat, Vannucci, Lorenzo, Falotico, Egidio, Oztop, Erhan, Laschi, Cecilia

    2016 Ieee-Ras 16th International Conference on Humanoid Robots (Humanoids) p. 1101-1106 2016 Research paper (international conference proceedings)

  53. Human motor adaptation in whole body motion

    Babic, Jan, Oztop, Erhan, Kawato, Mitsuo

    Scientific Reports Vol. 6 2016 Research paper (scientific journal)

  54. A Shared Control Method for Online Human-in-the-Loop Robot Learning Based on Locally Weighted Regression

    Peternel, Luka, Oztop, Erhan, Babic, Jan, IEEE

    2016 Ieee/rsj International Conference on Intelligent Robots and Systems (Iros 2016) p. 3900-3906 2016 Research paper (scientific journal)

  55. Minimal Sign Representation of Boolean Functions: Algorithms and Exact Results for Low Dimensions

    Can Eren Sezener, Erhan Oztop

    NEURAL COMPUTATION Vol. 27 No. 8 p. 1796-1823 2015/08 Research paper (scientific journal)

  56. Staged Development of Robot Skills: Behavior Formation, Affordance Learning and Imitation with Motionese

    Emre Ugur, Yukie Nagai, Erol Sahin, Erhan Oztop

    IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT Vol. 7 No. 2 p. 119-139 2015/06 Research paper (scientific journal)

  57. Parental scaffolding as a bootstrapping mechanism for learning grasp affordances and imitation skills

    Emre Ugur, Yukie Nagai, Hande Celikkanat, Erhan Oztop

    ROBOTICA Vol. 33 No. 5 p. 1163-1180 2015/06 Research paper (scientific journal)

  58. Environmental Force Estimation for a Robotic Hand: Compliant Contact Detection

    Osman Kaya, Mehmet Can Yildirim, Nisan Kuzuluk, Emre Cicek, Ozkan Bebek, Erhan Oztop, Barkan Ugurlu

    2015 IEEE-RAS 15TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) p. 791-796 2015 Research paper (international conference proceedings)

  59. Cooperative Multi-Task Assignment for Heterogonous UAVs

    Nuri Ozalp, Ugur Ayan, Erhan Oztop

    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS (ICAR) p. 599-604 2015 Research paper (international conference proceedings)

  60. Dynamic Movement Primitives for Human Movement Recognition

    Alp Burak Pehlivan, Erhan Oztop

    IECON 2015 - 41ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY p. 2178-2183 2015 Research paper (international conference proceedings)

  61. Simultaneous Human-Robot Adaptation for Effective Skill Transfer

    Mohammad Ali Zamani, Erhan Oztop

    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS (ICAR) p. 78-83 2015 Research paper (international conference proceedings)

  62. Humanoid brain science

    Oztop, E., Ugur, E., Shimizu, Y., Imamizu, H.

    Humanoid Robotics and Neuroscience: Science, Engineering and Society 2014 Research paper (scientific journal)

    Publisher: Informa {UK} Limited
  63. Human-Robot Co Working by HMM Based 3D Human Motion Recognition

    Alp Burak Pehlivan, Erhan Oztop

    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) p. 1547-1550 2014 Research paper (international conference proceedings)

  64. Teaching robots to cooperate with humans in dynamic manipulation tasks based on multi-modal human-in-the-loop approach

    Peternel, Luka, Petric, Tadej, Oztop, Erhan, Babic, Jan

    Autonomous Robots Vol. 36 No. 1-2 p. 123-136 2014 Research paper (scientific journal)

  65. Action and Language Mechanisms in the Brain: Data, Models and Neuroinformatics

    Arbib, Michael A., Bonaiuto, James J., Bornkessel-Schlesewsky, Ina, Kemmerer, David, MacWhinney, Brian, Nielsen, Finn Arup, Oztop, Erhan

    Neuroinformatics Vol. 12 No. 1 p. 209-225 2014 Research paper (scientific journal)

  66. Emergent Emotion via Neural Computational Energy Conservation on a Humanoid Robot

    Murat Kirtay, Erhan Oztop

    2013 13TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) p. 450-455 2013 Research paper (international conference proceedings)

  67. Mirror neurons: Functions, mechanisms and models

    Oztop, Erhan, Kawato, Mitsuo, Arbib, Michael A.

    Neuroscience Letters Vol. 540 p. 43-55 2013 Research paper (scientific journal)

  68. Self-discovery of motor primitives and learning grasp affordances

    Ugur, Emre, Sahin, Erol, Oztop, Erhan, IEEE, Robotics Society of Japan

    2012 Ieee/rsj International Conference on Intelligent Robots and Systems (Iros) p. 3262-3269 2012 Research paper (scientific journal)

  69. Robotic grasping and manipulation through human visuomotor learning

    Moore, Brian, Oztop, Erhan

    Robotics and Autonomous Systems Vol. 60 No. 3 p. 441-451 2012 Research paper (scientific journal)

  70. Reinforcement learning to adjust parametrized motor primitives to new situations

    Kober, Jens, Wilhelm, Andreas, Oztop, Erhan, Peters, Jan

    Autonomous Robots Vol. 33 No. 4 p. 361-379 2012 Research paper (scientific journal)

  71. Model free head pose estimation using stereovision

    Gurbuz, Sabri, Oztop, Erhan, Inoue, Naomi

    Pattern Recognition Vol. 45 No. 1 p. 33-42 2012 Research paper (scientific journal)

  72. A Kernel-based Approach to Direct Action Perception

    Kroemer, O., Ugur, E., Oztop, E., Peters, J., Ieee

    2012

  73. Learning to grasp with parental scaffolding

    Emre Ugur, Hande Celikkanat, Erol Şahin, Yukie Nagai, Erhan Oztop

    IEEE-RAS International Conference on Humanoid Robots p. 480-486 2011 Research paper (international conference proceedings)

    Publisher: IEEE
  74. P2-u08 Reconstruction of grasp posture from MEG brain activity

    Emre Ugur, Yu Shimizu, Erhan Oztop, Hiroshi Imamizu

    NEUROSCIENCE RESEARCH Vol. 71 p. E204-E205 2011

  75. Unsupervised Learning of Object Affordances for Planning in a Mobile Manipulation Platform

    Ugur, Emre, Sahin, Erol, Oztop, Erhan, IEEE

    2011 Ieee International Conference on Robotics and Automation (Icra) 2011 Research paper (scientific journal)

  76. Human sensorimotor learning for humanoid robot skill synthesis

    Babic, Jan, Hale, Joshua G., Oztop, Erhan

    Adaptive Behavior Vol. 19 No. 4 p. 250-263 2011 Research paper (scientific journal)

  77. Going beyond the perception of affordances: Learning how to actualize them through behavioral parameters

    Ugur, Emre, Oztop, Erhan, Sahin, Erol, IEEE

    2011 Ieee International Conference on Robotics and Automation (Icra) 2011 Research paper (scientific journal)

  78. Goal emulation and planning in perceptual space using learned affordances

    Ugur, Emre, Oztop, Erhan, Sahin, Erol

    Robotics and Autonomous Systems Vol. 59 No. 7-8 p. 580-595 2011 Research paper (scientific journal)

  79. ROBOT SKILL SYNTHESIS THROUGH HUMAN VISUO-MOTOR LEARNING Humanoid Robot Statically-stable Reaching and In-place Stepping

    Jan Babic, Blaz Hajdinjak, Erhan Oztop

    ICINCO 2010: PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 2 p. 212-215 2010 Research paper (international conference proceedings)

  80. Methods for investigating how central nervous system utilize and control the kinematics redundancy in reaching and grasping movements

    Brian Moore, Erhan Oztop

    NEUROSCIENCE RESEARCH Vol. 68 p. E329-E329 2010

  81. Human machine interface: Hypotheses involving body schema and internal model representations

    Erhan Oztop, Akira Murata, Hiroshi Imamizu, Mitsuo Kawato

    NEUROSCIENCE RESEARCH Vol. 68 p. E329-E329 2010

  82. Discovering action-oriented object meanings in an anthropomorphic robot platform

    Emre Ugur, Erol Sahin, Erhan Oztop

    NEUROSCIENCE RESEARCH Vol. 68 p. E329-E329 2010

  83. Structured Unsupervised Kernel Regression for Closed-loop Motion Control

    Steffen, Jan, Oztop, Erhan, Ritter, Helge, Ieee,

    Ieee/Rsj 2010 International Conference on Intelligent Robots and Systems p. 75-80 2010 Research paper (international conference proceedings)

  84. REDUNDANCY PARAMETERIZATION FOR FLEXIBLE MOTION CONTROL

    Moore, B., Oztop, E., ASME

    Proceedings of the Asme International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2010, Vol 2, Pts a and B 2010 Research paper (scientific journal)

  85. Inverse Kinematics of Humanoid-Robot Reaching through Human Visuo-Motor Learning

    Babic, J., Oztop, E., Lenarcic, J.

    2010

  86. Models for the control of grasping

    Oztop, E., Kawato, M.

    Sensorimotor Control of Grasping: Physiology and Pathophysiology 2009 Research paper (scientific journal)

  87. Sign-representation of Boolean functions using a small number of monomials

    Oztop, Erhan

    Neural Networks Vol. 22 No. 7 p. 938-948 2009 Research paper (scientific journal)

  88. Predicting future object states using learned affordances

    Ugur, Emre, Sahin, Erol, Oztop, Ethan, Ieee

    2009

  89. Learning affordance relations in a mobile robot with limited manipulation capabilities

    Ugur, Emre, Oztop, Erhan, Sahin, Erol

    Neuroscience Research Vol. 65 No. Suppl.1 p. S183-S183 2009

  90. Improving Balance Regulation in Visuo-Motor Control for Humanoid Robots

    Hajdinjak, Blaz, Babic, Jan, Oztop, Erhan, Ieee,

    2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES p. 404-+ 2009 Research paper (international conference proceedings)

  91. From human grasping to robot grasping

    Oztop, Erhan, Ozyer, Baris, Ugur, Emre, Kawato, Mitsuo

    Neuroscience Research Vol. 65 No. Suppl.1 p. S183-S183 2009

  92. Active 3-D Vision on a Humanoid Head

    Ude, Ales, Oztop, Erhan, Ieee,

    Proc. 14th Int. Conf. on Advanced Robotics ICAR, Munich, 2009 p. 1-6 2009 Research paper (international conference proceedings)

  93. Mirror neurons: Do we really know their function?

    Erhan Oztop, Gordon Cheng, Hiroshi Imamizu, Mitsuo Kawato

    NEUROSCIENCE RESEARCH Vol. 61 No. Suppl.1 p. S261-S261 2008

  94. Task Dependent Human-like Grasping

    Ozyer, Bairs, Oztop, Erhan, Ieee,

    2008 8TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS 2008) p. 177-182 2008 Research paper (international conference proceedings)

  95. From self-observation to imitation: Visuomotor association on a robotic hand

    Chaminade, Thierry, Oztop, Ethan, Cheng, Gordon, Kawato, Mitsuo

    Brain Research Bulletin Vol. 75 No. 6 2008 Research paper (scientific journal)

  96. From biologically realistic imitation to robot teaching via human motor learning

    Oztop, Erhan, Babic, Jan, Hale, Joshua, Cheng, Gordon, Kawato, Mitsuo

    Neural Information Processing, Part Ii Vol. 4985 p. 214-+ 2008 Research paper (international conference proceedings)

  97. Biologically inspired grasping

    Ozyer, Baris, Oztop, Erhan, Cheng, Gordon, Kawato, Mitsuo

    Neuroscience Research Vol. 61 p. S185-S185 2008 Research paper (scientific journal)

  98. Extensive human training for robot skill synthesis: Validation on a robotic hand

    Oztop, Erhan, Lin, Li-Heng, Kawato, Mitsuo, Cheng, Gordon, Ieee,

    Proceedings of the 2007 Ieee International Conference on Robotics and Automation, Vols 1-10 p. 1788-+ 2007 Research paper (international conference proceedings)

  99. Exploiting similarities for robot perception

    Welke, Kai, Oztop, Erhan, Cheng, Gordon, Dillmann, Ruediger, Ieee,

    2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9 p. 3243-+ 2007 Research paper (international conference proceedings)

  100. The development of grasping and the mirror system

    Oztop, E., Arbib, M.A., Bradley, N.

    Action to Language Via the Mirror Neuron System 2006 Research paper (scientific journal)

  101. Unconstrained real-time markerless hand tracking for humanoid interaction

    Gumpp, Thomas, Azad, Pedram, Welke, Kai, Oztop, Erhan, Dillmann, Rudiger, Cheng, Gordon, Ieee,

    Proc. IEEE-RAS Int. Conf. on Humanoid Robots, 2006 p. 88-+ 2006 Research paper (international conference proceedings)

  102. Mirror neurons and imitation: A computationally guided review

    Oztop, Erhan, Kawato, Mitsuo, Arbib, Michael

    Neural Networks Vol. 19 No. 3 p. 254-271 2006 Research paper (scientific journal)

  103. Learning feature representations for an object recognition system

    Welke, Kai, Oztop, Erhan, Ude, Ales, Dillmann, Ruediger, Cheng, Gordon, Ieee,

    2006 6TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS, VOLS 1 AND 2 p. 290-+ 2006 Research paper (international conference proceedings)

  104. Dexterous skills transfer by extending human body schema to a robotic hand

    Oztop, Erhan, Lin, Li-Heng, Kawato, Mitsuo, Cheng, Gordon, Ieee,

    2006 6TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS, VOLS 1 AND 2 p. 82-+ 2006 Research paper (international conference proceedings)

  105. An upper bound on the minimum number of monomials required to separate dichotomies of {-1,1}(n)

    Oztop, E.

    Neural Computation Vol. 18 No. 12 p. 3119-3138 2006 Research paper (scientific journal)

  106. A computational model of anterior intraparietal (AIP) neurons

    Oztop, E., Imamizu, H., Cheng, G., Kawato, M.

    Neurocomputing Vol. 69 No. 10-12 p. 1354-1361 2006 Research paper (scientific journal)

  107. Conceptual and Computational Models of Mirror Neurons

    OZTOP Erhan, KAWATO Mitsuo

    The Brain & Neural Networks Vol. 12 No. 1 p. 61-73 2005/03/05

    Publisher: Japanese Neural Network Society
  108. Motor interference between humans and humanoid robots: Effect of biological and artificial motion

    Chaminade, T., Franklin, D. W., Oztop, E., Cheng, G., Ieee

    2005

  109. Mental state inference using visual control parameters

    Oztop, E., Wolpert, D., Kawato, M.

    Cognitive Brain Research Vol. 22 No. 2 p. 129-151 2005 Research paper (scientific journal)

  110. Imitation bootstrapping: Experiments on a robotic hand

    Oztop, E., Chaminade, T., Cheng, G., Kawato, W., Ieee,

    Proceedings of 2005 IEEE-RAS International Conference on Humanoid Robots (Humanoids05) p. 189-195 2005

  111. Infant grasp learning: a computational model

    Oztop, E., Bradley, N. S., Arbib, M. A.

    Experimental Brain Research Vol. 158 No. 4 p. 480-503 2004 Research paper (scientific journal)

  112. Human-humanoid interaction: Is a humanoid robot perceived as a human?

    Oztop, E., Chaminade, T., Franklin, D. W., Ieee

    2004

  113. Schema design and implementation of the grasp-related mirror neuron system

    Oztop, E., Arbib, M. A.

    Biological Cybernetics Vol. 87 No. 2 p. 116-140 2002 Research paper (scientific journal)

  114. A biologically inspired learning to grasp system

    Oztop, E., Arbib, M. A., Ieee, Ieee, Ieee

    Proceedings of the 23rd Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Vols 1-4: Building New Bridges at the Frontiers of Engineering and Medicine Vol. 23 2001

  115. Synthetic brain imaging: grasping, mirror neurons and imitation

    Arbib, M. A., Billard, A., Iacoboni, M., Oztop, E.

    Neural Networks Vol. 13 No. 8-9 p. 975-997 2000 Research paper (scientific journal)

  116. Repulsive attractive network for baseline extraction on document images

    Oztop, E., Mulayim, A. Y., Atalay, V., Yarman-Vural, F.

    Signal Processing Vol. 75 No. 1 1999 Research paper (scientific journal)

Misc. 11

  1. 認知負荷に基づくロボットの信頼モデル構築とその拡張

    浅田稔, 浅田稔, 浅田稔, 浅田稔, KIRTAY Murat, OZTOP Erhan

    日本ロボット学会学術講演会予稿集(CD-ROM) Vol. 40th 2022

  2. An approach to study motor contagion during humanoid embodied experiences

    LYNCH Sean D., HOLGADO Alexis C., OZTOP Erhan, OZTOP Erhan, NAGAI Yukie

    日本ロボット学会学術講演会予稿集(CD-ROM) Vol. 40th 2022

  3. Intrinsic Motivation in Object-Action-Outcome Blending Latent Space

    Melisa Sener, Yukie Nagai, Erhan Oztop, Emre Ugur

    CoRR Vol. abs/2008.11503 2020/08/26

  4. Adaptive Conditional Neural Movement Primitives via Representation Sharing Between Supervised and Reinforcement Learning

    M. Tuluhan Akbulut, M. Yunus Seker, Ahmet E. Tekden, Yukie Nagai, Erhan Oztop, Emre Ugur

    CoRR Vol. abs/2003.11334 2020/03/25

  5. Heuristic algorithms for obtaining Polynomial Threshold Functions with low densities

    Can Eren Sezener, Erhan Oztop

    2015/04/05

  6. 手を伸ばす運動と把持運動に関して、中枢神経がどのようにして運動学的冗長性を利用し、コントロールするかを調べる方法(Methods for investigating how central nervous system utilize and control the kinematics redundancy in reaching and grasping movements)

    Moore Brian, Oztop Erhan

    神経化学 Vol. 49 No. 2-3 p. 685-685 2010/08

    Publisher: (一社)日本神経化学会
  7. ヒューマン・マシン・インターフェイス 身体図式と内部モデル表現形式と関連のある仮説(Human machine interface: hypotheses involving body schema and internal model representations)

    Oztop Erhan, Murata Akira, Imamizu Hiroshi, Kawato Mitsuo

    神経化学 Vol. 49 No. 2-3 p. 685-685 2010/08

    Publisher: (一社)日本神経化学会
  8. ヒトに似たロボットプラットフォームでの行動に志向された対象の意味の発見(Discovering action-oriented object meanings in an anthropomorphic robot platform)

    Ugur Emre, Sahin Erol, Oztop Erhan

    神経化学 Vol. 49 No. 2-3 p. 685-685 2010/08

    Publisher: (一社)日本神経化学会
  9. 生命化された把持機能(biologically inspired grasping)(Biologically inspired grasping)

    Ozyer Baris, Oztop Erhan, Cheng Gordon, Kawato Mitsuo

    Neuroscience Research Vol. 61 No. Suppl.1 p. S185-S185 2008/07

    Publisher: エルゼビア・ジャパン(株)
  10. 非侵襲BMIのためのreal-time f-MRIシステムの構築

    藤本一郎, 島田育廣, 島田育廣, 木村真弘, 木村真弘, 神谷之康, HARNER Alexander, OZTOP Erhan, OZTOP Erhan, 村瀬研也

    日本放射線技術学会総会学術大会予稿集 Vol. 63rd 2007

  11. 非侵襲BMIにおけるreal-time f-MRIの精度向上

    島田育廣, 島田育廣, 藤本一郎, 木村真弘, 木村真弘, 神谷之康, HARNER Alexander, OZTOP Erhan, OZTOP Erhan, 村瀬研也

    日本放射線技術学会総会学術大会予稿集 Vol. 63rd 2007

Publications 1

  1. Lifelong robot learning (Book chapter in Marcelo H. Ang Jr., Oussama Khatib and Bruno Siciliano (eds) Encyclopedia of Robotics)

    Erhan Oztop, Emre Ugur

    Springer 2021/01