Jochen Triesch

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 76

Top Venues

Ruhr University Bochum, Germany (PHD)

Education History

Ruhr University Bochum, Germany

PHD

Publications

Kathryn Kasmarik, Gianluca Baldassarre, Vieri Giuliano Santucci, Jochen Triesch
Guest Editorial Special Issue on Intrinsically Motivated Open-Ended Learning (IMOL). IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Emilio Cartoni, Davide Montella, Jochen Triesch, Gianluca Baldassarre
REAL-X - Robot Open-Ended Autonomous Learning Architecture: Building Truly End-to-End Sensorimotor Autonomous Learning Systems. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Charles Wilmot, Gianluca Baldassarre, Jochen Triesch
Learning Abstract Representations Through Lossy Compression of Multimodal Signals. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Xia Xu, Jochen Triesch
CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning. CoRR (2023)
Francisco M. López, Bertram E. Shi, Jochen Triesch
Eye-Hand Coordination Develops from Active Multimodal Compression. ICDL (2023)
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play. CoRR (2023)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment self-supervised visual representation learning. ICLR (2023)
Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development. CoRR (2023)
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play. ICDL (2023)
Marius Schneider, Alexander D. Bird, Albert Gidon, Jochen Triesch, Peter Jedlicka, Hermann Cuntz
Biological complexity facilitates tuning of the neuronal parameter space. PLoS Comput. Biol. 19 (7) (2023)
Marcel C. Raabe, Francisco M. López, Zhengyang Yu, Spencer Caplan, Chen Yu, Bertram E. Shi, Jochen Triesch
Saccade Amplitude Statistics are Explained by Cortical Magnification. ICDL (2023)
Antony W. N'Dri, Thomas Barbier, Céline Teulière, Jochen Triesch
. CVPR Workshops (2023)
Amr Farahat, Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
Diagnosing Epileptogenesis with Deep Anomaly Detection. MLHC (2022)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment contrastive learning. CoRR (2022)
Arthur Aubret, Céline Teulière, Jochen Triesch
Embodied vision for learning object representations. CoRR (2022)
Zhengyang Yu, Jochen Triesch
Sequence and Circle: Exploring the Relationship Between Patches. CoRR (2022)
Arthur Aubret, Céline Teulièr, Jochen Triesch
Toddler-inspired embodied vision for learning object representations. ICDL (2022)
Dominik Mattern, Francisco M. López, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs. ICDL (2022)
Qingpeng Zhu, Chong Zhang, Jochen Triesch, Bertram E. Shi
Learning torsional eye movements through active efficient coding. Neuromorph. Comput. Eng. 2 (3) (2022)
Diyuan Lu, Nenad Polomac, Iskra Gacheva, Elke Hattingen, Jochen Triesch
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation And Augmentation. ICASSP (2021)
Norman Seeliger, Jochen Triesch
A Computational Model of the Effect of Short-Term Monocular Deprivation on Binocular Rivalry in the Context of Amblyopia. ICANN (1) (2021)
Charles Wilmot, Bertram E. Shi, Jochen Triesch
Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders. CoRR (2021)
Frederic von Wegner, Sebastian Bauer, Felix Rosenow, Jochen Triesch, Helmut Laufs
EEG microstate periodicity explained by rotating phase patterns of resting-state alpha oscillations. NeuroImage 224 (2021)
Zhetuo Zhao, Jochen Triesch, Bertram E. Shi
Learning Hierarchical Integration of Foveal and Peripheral Vision for Vergence Control by Active Efficient Coding. CoRR (2021)
Charles Wilmot, Jochen Triesch
Learning Abstract Representations through Lossy Compression of Multi-Modal Signals. CoRR (2021)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Feedback Improves Recognition of Partially Occluded Objects. CoRR (2021)
Thomas Barbier, Céline Teulière, Jochen Triesch
Spike Timing-Based Unsupervised Learning of Orientation, Disparity, and Motion Representations in a Spiking Neural Network. CVPR Workshops (2021)
Marius N. Vieth, Tristan M. Stöber, Jochen Triesch
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks. Frontiers Neuroinformatics 15 (2021)
Diyuan Lu, Gerhard Kurz, Nenad Polomac, Iskra Gacheva, Elke Hattingen, Jochen Triesch
Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data. CoRR (2021)
Lakshitha P. Wijesinghe, Melville Wohlgemuth, Richard H. Y. So, Jochen Triesch, Cynthia F. Moss, Bertram E. Shi
Active head rolls enhance sonar-based auditory localization performance. PLoS Comput. Biol. 17 (5) (2021)
Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
Towards Early Diagnosis of Epilepsy from EEG Data. MLHC (2020)
Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
Towards Early Diagnosis of Epilepsy from EEG Data. CoRR (2020)
Qingpeng Zhu, Jochen Triesch, Bertram E. Shi
Integration of Vergence, Cyclovergence, and Saccades through Active Efficient Coding. ICDL-EPIROB (2020)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Feedback Improves Recognition of Partially Occluded Objects. ESANN (2020)
Emilio Cartoni, Davide Montella, Jochen Triesch, Gianluca Baldassarre
An open-ended learning architecture to face the REAL 2020 simulated robot competition. CoRR (2020)
Qingpeng Zhu, Jochen Triesch, Bertram E. Shi
Retinal Slip Estimation and Object Tracking with an Active Event Camera. AICAS (2020)
Charles Wilmot, Bertram E. Shi, Jochen Triesch
Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders. ICDL-EPIROB (2020)
Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
Staging Epileptogenesis with Deep Neural Networks. BCB (2020)
Qingpeng Zhu, Jochen Triesch, Bertram E. Shi
An Event-by-Event Approach for Velocity Estimation and Object Tracking With an Active Event Camera. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Diyuan Lu, Nenad Polomac, Iskra Gacheva, Elke Hattingen, Jochen Triesch
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation. CoRR (2020)
Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
Staging Epileptogenesis with Deep Neural Networks. CoRR (2020)
Thomas Barbier, Céline Teulière, Jochen Triesch
Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision Sensor. ICANN (2) (2020)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connectivity Aids Recognition of Partly Occluded Objects. CoRR (2019)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. ICANN (3) (2019)
Diyuan Lu, Jochen Triesch
Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy. CoRR (2019)
Markus Roland Ernst, Jochen Triesch, Thomas Burwick
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. CoRR (2019)
François De La Bourdonnaye, Céline Teulière, Thierry Chateau, Jochen Triesch
Within Reach? Learning to touch objects without prior models. ICDL-EPIROB (2019)
Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch
A Deep Residual Neural Network Based Framework for Epileptogenesis Detection in a Rodent Model with Single-Channel EEG Recordings. CISP-BMEI (2019)
Emilio Cartoni, Francesco Mannella, Vieri Giuliano Santucci, Jochen Triesch, Elmar Rueckert, Gianluca Baldassarre
REAL-2019: Robot open-Ended Autonomous Learning competition. NeurIPS (Competition and Demos) (2019)
Alexander Lelais, Jonas Mahn, Vikram Narayan, Chong Zhang, Bertram E. Shi, Jochen Triesch
Autonomous Development of Active Binocular and Motion Vision Through Active Efficient Coding. Frontiers Neurorobotics 13 (2019)
Lukas Klimmasch, Johann Schneider, Alexander Lelais, Bertram E. Shi, Jochen Triesch
An Active Efficient Coding Model of Binocular Vision Development Under Normal and Abnormal Rearing Conditions. SAB (2018)
Lakshitha P. Wijesinghe, Jochen Triesch, Bertram E. Shi
Robot End Effector Tracking Using Predictive Multisensory Integration. Frontiers Neurorobotics 12 (2018)
Zhetuo Zhao, Jochen Triesch, Bertram E. Shi
Learning Hierarchical Integration of Foveal and Peripheral Vision for Vergence Control by Active Efficient Coding. SAB (2018)
Christian Klos, Daniel Miner, Jochen Triesch
Bridging structure and function: A model of sequence learning and prediction in primary visual cortex. PLoS Comput. Biol. 14 (6) (2018)
François De La Bourdonnaye, Céline Teulière, Jochen Triesch, Thierry Chateau
Stage-Wise Learning of Reaching Using Little Prior Knowledge. Frontiers Robotics AI 5 (2018)
Qingpeng Zhu, Chong Zhang, Jochen Triesch, Bertram E. Shi
Autonomous learning of cyclovergence control based on Active Efficient Coding. ICDL-EPIROB (2018)
François De La Bourdonnaye, Céline Teulière, Jochen Triesch, Thierry Chateau
Learning to Touch Objects Through Stage-Wise Deep Reinforcement Learning. IROS (2018)
Lakshitha P. Wijesinghe, Marco Antonelli, Jochen Triesch, Bertram E. Shi
Learning multisensory neural controllers for robot arm tracking. IJCNN (2017)
François De La Bourdonnaye, Céline Teulière, Thierry Chateau, Jochen Triesch
Learning of binocular fixations using anomaly detection with deep reinforcement learning. IJCNN (2017)
Chong Zhang, Jochen Triesch, Bertram E. Shi
Learning multisensory cue integration on mobile robots. ICRA (2017)
Lukas Klimmasch, Alexander Lelais, Alexander Lichtenstein, Bertram E. Shi, Jochen Triesch
Learning of active binocular vision in a biomechanical model of the oculomotor system. ICDL-EPIROB (2017)
Quan Wang, Constantin A. Rothkopf, Jochen Triesch
A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity. PLoS Comput. Biol. 13 (8) (2017)
Qingpeng Zhu, Jochen Triesch, Bertram E. Shi
Autonomous, self-calibrating binocular vision based on learned attention and active efficient coding. ICDL-EPIROB (2017)
Qingpeng Zhu, Jochen Triesch, Bertram E. Shi
Joint Learning of Binocularly Driven Saccades and Vergence by Active Efficient Coding. Frontiers Neurorobotics 11 (2017)
Daniel Miner, Jochen Triesch
Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring. PLoS Comput. Biol. 12 (2) (2016)
Tanapol Prucksakorn, Sungmoon Jeong, Jochen Triesch, Hosun Lee, Nak Young Chong
Self-calibrating active depth perception via motion parallax. ICDL-EPIROB (2016)
Chong Zhang, Jochen Triesch, Bertram E. Shi
An active efficient coding model of the optokinetic nystagmus. CoRR (2016)
Max Murakami, Jantina Bolhuis, Thorsten Kolling, Monika Knopf, Jochen Triesch
Look and learn: A model of gaze-contingent learning. ICDL-EPIROB (2016)
Alexa R. Romberg, Yayun Zhang, Benjamin Newman, Jochen Triesch, Chen Yu
Global and local statistical regularities control visual attention to object sequences. ICDL-EPIROB (2016)
Christoph Hartmann, Andreea Lazar, Bernhard Nessler, Jochen Triesch
Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network. PLoS Comput. Biol. 11 (12) (2015)
Céline Teulière, Sébastien Forestier, Luca Lonini, Chong Zhang, Yu Zhao, Bertram E. Shi, Jochen Triesch
Self-calibrating smooth pursuit through active efficient coding. Robotics Auton. Syst. 71 (2015)
Thusitha N. Chandrapala, Bertram E. Shi, Jochen Triesch
On the utility of sparse neural representations in adaptive behaving agents. IJCNN (2015)
Alexander Priamikov, Vikram Narayan, Bertram E. Shi, Jochen Triesch
The role of contrast sensitivity in the development of binocular vision: A computational study. ICDL-EPIROB (2015)
Thusitha N. Chandrapala, Bertram E. Shi, Jochen Triesch
Active maintenance of binocular correspondence leads to orientation alignment of visual receptive fields. ICDL-EPIROB (2015)
Max Murakami, Bernd J. Kröger, Peter Birkholz, Jochen Triesch
Seeing [u] aids vocal learning: Babbling and imitation of vowels using a 3D vocal tract model, reinforcement learning, and reservoir computing. ICDL-EPIROB (2015)
Kishore Konda, Pramod Chandrashekhariah, Roland Memisevic, Jochen Triesch
Real-time activity recognition via deep learning of motion features. ESANN (2015)
Cristina Savin, Jochen Triesch
Emergence of task-dependent representations in working memory circuits. Frontiers Comput. Neurosci. 8 (2014)
Chong Zhang, Yu Zhao, Jochen Triesch, Bertram E. Shi
Intrinsically motivated learning of visual motion perception and smooth pursuit. ICRA (2014)
T. N. Vikram, Céline Teulière, Chong Zhang, Bertram E. Shi, Jochen Triesch
Autonomous learning of smooth pursuit and vergence through active efficient coding. ICDL-EPIROB (2014)
Pengsheng Zheng, Jochen Triesch
Robust development of synfire chains from multiple plasticity mechanisms. Frontiers Comput. Neurosci. 8 (2014)
Alexander Priamikov, Jochen Triesch
OpenEyeSim - A platform for biomechanical modeling of oculomotor control. ICDL-EPIROB (2014)
Chong Zhang, Yu Zhao, Jochen Triesch, Bertram E. Shi
Intrinsically Motivated Learning of Visual Motion Perception and Smooth Pursuit. CoRR (2014)
Pramod Chandrashekhariah, Jochen Triesch
Hide and Seek - An Active Binocular Object Tracking System. VISAPP (3) (2014)
Luca Lonini, Yu Zhao, Pramod Chandrashekhariah, Bertram E. Shi, Jochen Triesch
Autonomous learning of active multi-scale binocular vision. ICDL-EPIROB (2013)
Luca Lonini, Sébastien Forestier, Céline Teulière, Yu Zhao, Bertram E. Shi, Jochen Triesch
Robust active binocular vision through intrinsically motivated learning. Frontiers Neurorobotics 7 (2013)
Pengsheng Zheng, Christos Dimitrakakis, Jochen Triesch
Network Self-Organization Explains the Statistics and Dynamics of Synaptic Connection Strengths in Cortex. PLoS Comput. Biol. 9 (1) (2013)
Pramod Chandrashekhariah, Gabriele Spina, Jochen Triesch
Let it Learn - A Curious Vision System for Autonomous Object Learning. VISAPP (2) (2013)
Pramod Chandrashekhariah, Gabriele Spina, Jochen Triesch
A Curious Vision System for Autonomous and Cumulative Object Learning. VISIGRAPP (Selected Papers) (2013)
Hector Jasso, Jochen Triesch, Gedeon O. Deák, Joshua M. Lewis
A Unified Account of Gaze Following. IEEE Trans. Auton. Ment. Dev. 4 (4) (2012)
Yu Zhao, Constantin A. Rothkopf, Jochen Triesch, Bertram E. Shi
A unified model of the joint development of disparity selectivity and vergence control. ICDL-EPIROB (2012)
Jürgen Leitner, Pramod Chandrashekhariah, Simon Harding, Mikhail Frank, Gabriele Spina, Alexander Förster, Jochen Triesch, Jürgen Schmidhuber
Autonomous learning of robust visual object detection and identification on a humanoid. ICDL-EPIROB (2012)
Rodolfo Marraffa, Valerio Sperati, Daniele Caligiore, Jochen Triesch, Gianluca Baldassarre
A bio-inspired attention model of anticipation in gaze-contingency experiments with infants. ICDL-EPIROB (2012)
Andreea Lazar, Gordon Pipa, Jochen Triesch
Emerging Bayesian Priors in a Self-Organizing Recurrent Network. ICANN (2) (2011)
Sohrab Saeb, Cornelius Weber, Jochen Triesch
Learning the Optimal Control of Coordinated Eye and Head Movements. PLoS Comput. Biol. 7 (11) (2011)
Angelo Cangelosi, Jochen Triesch
From Infant Brains to Robots: A Report From the IEEE International Conference on Development and Learning (ICDL)-International Conference on Epigenetic Robotics (EpiRob) 2011 Conference. IEEE Trans. Auton. Ment. Dev. 3 (4) (2011)
Hazem Toutounji, Constantin A. Rothkopf, Jochen Triesch
Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems. ICDL-EPIROB (2011)
Cristina Savin, Prashant Joshi, Jochen Triesch
Independent Component Analysis in Spiking Neurons. PLoS Comput. Biol. 6 (4) (2010)
Prashant Joshi, Jochen Triesch
Optimizing Generic Neural Microcircuits through Reward Modulated STDP. ICANN (1) (2009)
Andreea Lazar, Gordon Pipa, Jochen Triesch
SORN: a self-organizing recurrent neural network. Frontiers Comput. Neurosci. 3 (2009)
Cornelius Weber, Jochen Triesch
Goal-directed feature learning. IJCNN (2009)

Jochen Triesch.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jochen Triesch