Jochen Triesch
Orcid: 0000-0001-8166-2441Affiliations:
- Goethe-Universität Frankfurt, Frankfurt am Main, Germany
- University of California, San Diego, Department of Cognitive Science, USA (former)
- Ruhr-Universität Bochum, Germany (former)
According to our database1,
Jochen Triesch
authored at least 143 papers
between 1996 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Cogn. Dev. Syst., August, 2024
Frontiers Neuroinformatics, 2024
Proceedings of the IEEE International Conference on Development and Learning, 2024
Proceedings of the IEEE International Conference on Development and Learning, 2024
Proceedings of the IEEE International Conference on Development and Learning, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
REAL-X - Robot Open-Ended Autonomous Learning Architecture: Building Truly End-to-End Sensorimotor Autonomous Learning Systems.
IEEE Trans. Cogn. Dev. Syst., December, 2023
IEEE Trans. Cogn. Dev. Syst., 2023
IEEE Trans. Cogn. Dev. Syst., 2023
PLoS Comput. Biol., 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Development and Learning, 2023
Proceedings of the IEEE International Conference on Development and Learning, 2023
Proceedings of the IEEE International Conference on Development and Learning, 2023
CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
Advancing Brain Tumor Detection with Multiple Instance Learning on Magnetic Resonance Spectroscopy Data.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
Predictive Coding Light: learning compact visual codes by combining excitatory and inhibitory spike timing-dependent plasticity<sup>*</sup>.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Neuromorph. Comput. Eng., 2022
Proceedings of the Machine Learning for Healthcare Conference, 2022
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs.
Proceedings of the IEEE International Conference on Development and Learning, 2022
Proceedings of the IEEE International Conference on Development and Learning, 2022
2021
PLoS Comput. Biol., 2021
EEG microstate periodicity explained by rotating phase patterns of resting-state alpha oscillations.
NeuroImage, 2021
Frontiers Neuroinformatics, 2021
Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data.
CoRR, 2021
CoRR, 2021
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation And Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2021
A Computational Model of the Effect of Short-Term Monocular Deprivation on Binocular Rivalry in the Context of Amblyopia.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Spike Timing-Based Unsupervised Learning of Orientation, Disparity, and Motion Representations in a Spiking Neural Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
An Event-by-Event Approach for Velocity Estimation and Object Tracking With an Active Event Camera.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2020
An open-ended learning architecture to face the REAL 2020 simulated robot competition.
CoRR, 2020
Proceedings of the Machine Learning for Healthcare Conference, 2020
Integration of Vergence, Cyclovergence, and Saccades through Active Efficient Coding.
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020
Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders.
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020
Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision Sensor.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
2019
Autonomous Development of Active Binocular and Motion Vision Through Active Efficient Coding.
Frontiers Neurorobotics, 2019
Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy.
CoRR, 2019
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
Proceedings of the Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019
A Deep Residual Neural Network Based Framework for Epileptogenesis Detection in a Rodent Model with Single-Channel EEG Recordings.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019
2018
Bridging structure and function: A model of sequence learning and prediction in primary visual cortex.
PLoS Comput. Biol., 2018
Frontiers Robotics AI, 2018
Frontiers Neurorobotics, 2018
Learning Hierarchical Integration of Foveal and Peripheral Vision for Vergence Control by Active Efficient Coding.
Proceedings of the From Animals to Animats 15, 2018
An Active Efficient Coding Model of Binocular Vision Development Under Normal and Abnormal Rearing Conditions.
Proceedings of the From Animals to Animats 15, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018
2017
A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity.
PLoS Comput. Biol., 2017
Joint Learning of Binocularly Driven Saccades and Vergence by Active Efficient Coding.
Frontiers Neurorobotics, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Learning of binocular fixations using anomaly detection with deep reinforcement learning.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Autonomous, self-calibrating binocular vision based on learned attention and active efficient coding.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017
Learning of active binocular vision in a biomechanical model of the oculomotor system.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017
2016
Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring.
PLoS Comput. Biol., 2016
Global and local statistical regularities control visual attention to object sequences.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016
2015
Robotics Auton. Syst., 2015
Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network.
PLoS Comput. Biol., 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
The role of contrast sensitivity in the development of binocular vision: A computational study.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015
Seeing [u] aids vocal learning: Babbling and imitation of vowels using a 3D vocal tract model, reinforcement learning, and reservoir computing.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015
Active maintenance of binocular correspondence leads to orientation alignment of visual receptive fields.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Frontiers Comput. Neurosci., 2014
Frontiers Comput. Neurosci., 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014
2013
Network Self-Organization Explains the Statistics and Dynamics of Synaptic Connection Strengths in Cortex.
PLoS Comput. Biol., 2013
Frontiers Neurorobotics, 2013
Let it Learn - A Curious Vision System for Autonomous Object Learning.
Proceedings of the VISAPP 2013, 2013
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013
Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013
Proceedings of the Computational and Robotic Models of the Hierarchical Organization of Behavior, 2013
2012
A unified model of the joint development of disparity selectivity and vergence control.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
A bio-inspired attention model of anticipation in gaze-contingency experiments with infants.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Autonomous learning of robust visual object detection and identification on a humanoid.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
2011
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., 2011
PLoS Comput. Biol., 2011
Scalable reinforcement learning through hierarchical decompositions for weakly-coupled problems.
Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
2009
Report on the IEEE 8th International Conference on Development and Learning (ICDL-2009).
IEEE Trans. Auton. Ment. Dev., 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
2008
Neural Comput., 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
2007
Fading memory and time series prediction in recurrent networks with different forms of plasticity.
Neural Networks, 2007
Neurocomputing, 2007
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007
2006
Neural Comput., 2006
The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Exploring the role of intrinsic plasticity for the learning of sensory representations.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005
Proceedings of the Advances in Visual Computing, First International Symposium, 2005
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Design of an Anthropomorphic Robot Head for Studying Autonomous Development and Learning.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
2002
Classification of hand postures against complex backgrounds using elastic graph matching.
Image Vis. Comput., 2002
Proceedings of the Eye Tracking Research & Application Symposium, 2002
Proceedings of the Eye Tracking Research & Application Symposium, 2002
2001
A System for Person-Independent Hand Posture Recognition against Complex Backgrounds.
IEEE Trans. Pattern Anal. Mach. Intell., 2001
Neural Comput., 2001
2000
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000
1999
Auton. Robots, 1999
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 1999
1998
Proceedings of the Informatik '98, 1998
A Gesture Interface for Human-Robot-Interaction.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998
1997
Proceedings of the Gesture and Sign Language in Human-Computer Interaction, 1997
1996
Proceedings of the Artificial Neural Networks, 1996
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996