Jochen Triesch

According to our database1, Jochen Triesch authored at least 88 papers between 1996 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Bridging structure and function: A model of sequence learning and prediction in primary visual cortex.
PLoS Computational Biology, 2018

Stage-Wise Learning of Reaching Using Little Prior Knowledge.
Front. Robotics and AI, 2018

Robot End Effector Tracking Using Predictive Multisensory Integration.
Front. Neurorobot., 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

2017
A model of human motor sequence learning explains facilitation and interference effects based on spike-timing dependent plasticity.
PLoS Computational Biology, 2017

Joint Learning of Binocularly Driven Saccades and Vergence by Active Efficient Coding.
Front. Neurorobot., 2017

Learning multisensory neural controllers for robot arm tracking.
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

Learning multisensory cue integration on mobile robots.
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 Computational Biology, 2016

An active efficient coding model of the optokinetic nystagmus.
CoRR, 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

Self-calibrating active depth perception via motion parallax.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

Look and learn: A model of gaze-contingent learning.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

2015
Self-calibrating smooth pursuit through active efficient coding.
Robotics and Autonomous Systems, 2015

Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network.
PLoS Computational Biology, 2015

On the utility of sparse neural representations in adaptive behaving agents.
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

Real-time activity recognition via deep learning of motion features.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
Cortical Function, Normative Models of.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Robust development of synfire chains from multiple plasticity mechanisms.
Front. Comput. Neurosci., 2014

Emergence of task-dependent representations in working memory circuits.
Front. Comput. Neurosci., 2014

Intrinsically Motivated Learning of Visual Motion Perception and Smooth Pursuit.
CoRR, 2014

Hide and Seek - An Active Binocular Object Tracking System.
Proceedings of the VISAPP 2014, 2014

Intrinsically motivated learning of visual motion perception and smooth pursuit.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Autonomous learning of smooth pursuit and vergence through active efficient coding.
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

OpenEyeSim - A platform for biomechanical modeling of oculomotor control.
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 Computational Biology, 2013

Robust active binocular vision through intrinsically motivated learning.
Front. Neurorobot., 2013

Let it Learn - A Curious Vision System for Autonomous Object Learning.
Proceedings of the VISAPP 2013, 2013

Generalization and Interference in Human Motor Control.
Proceedings of the Computational and Robotic Models of the Hierarchical Organization of Behavior, 2013

2012
A Unified Account of Gaze Following.
IEEE Trans. Autonomous Mental Development, 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. Autonomous Mental Development, 2011

Learning the Optimal Control of Coordinated Eye and Head Movements.
PLoS Computational Biology, 2011

Emerging Bayesian Priors in a Self-Organizing Recurrent Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Independent Component Analysis in Spiking Neurons.
PLoS Computational Biology, 2010

2009
Report on the IEEE 8th International Conference on Development and Learning (ICDL-2009).
IEEE Trans. Autonomous Mental Development, 2009

Goal-directed learning of features and forward models.
Neural Networks, 2009

SORN: a self-organizing recurrent neural network.
Front. Comput. Neurosci., 2009

Goal-directed feature learning.
Proceedings of the International Joint Conference on Neural Networks, 2009

A neural model for the adaptive control of saccadic eye movements.
Proceedings of the International Joint Conference on Neural Networks, 2009

Rules for information maximization in spiking neurons using intrinsic plasticity.
Proceedings of the International Joint Conference on Neural Networks, 2009

Optimizing Generic Neural Microcircuits through Reward Modulated STDP.
Proceedings of the Artificial Neural Networks, 2009

A robust biologically plausible implementation of ICA-like learning.
Proceedings of the ESANN 2009, 2009

2008
A Sparse Generative Model of V1 Simple Cells with Intrinsic Plasticity.
Neural Computation, 2008

From Exploration to Planning.
Proceedings of the Artificial Neural Networks, 2008

Predictive Coding in Cortical Microcircuits.
Proceedings of the Artificial Neural Networks, 2008

A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis.
Proceedings of the Artificial Neural Networks, 2008

Understanding robustness in Random Boolean Networks.
Proceedings of the Artificial Life XI: Proceedingshe 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

Synergies Between Intrinsic and Synaptic Plasticity Mechanisms.
Neural Computation, 2007

To each his own: The caregiver's role in a computational model of gaze following.
Neurocomputing, 2007

Learning sensory representations with intrinsic plasticity.
Neurocomputing, 2007

Emergence of Mirror Neurons in a Model of Gaze Following.
Adaptive Behaviour, 2007

Learning to Attend - From Bottom-Up to Top-Down.
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007

2006
Analysis of Cluttered Scenes Using an Elastic Matching Approach for Stereo Images.
Neural Computation, 2006

Modeling the emergence of gaze following.
KI, 2006

The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks.
Proceedings of the ESANN 2006, 2006

Exploring the role of intrinsic plasticity for the learning of sensory representations.
Proceedings of the ESANN 2006, 2006

Semi-autonomous Learning of Objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Shared Features for Scalable Appearance-Based Object Recognition.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

A Virtual Reality Platform for Modeling Cognitive Development.
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005

Toward a Unified Probabilistic Framework for Object Recognition and Segmentation.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004
Synergies between Intrinsic and Synaptic Plasticity in Individual Model Neurons.
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 Vision Comput., 2002

Saccade contingent updating in virtual reality.
Proceedings of the Eye Tracking Research & Application Symposium, 2002

Vision in natural and virtual environments.
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

Democratic Integration: Self-Organized Integration of Adaptive Cues.
Neural Computation, 2001

2000
Self-Organized Integration of Adaptive Visual Cues for Face Tracking.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1999
Vision based robotic gesture recognition.
PhD thesis, 1999

GripSee: A Gesture-Controlled Robot for Object Perception and Manipulation.
Auton. Robots, 1999

Towards Imitation Learning of Grasping Movements by an Autonomous Robot.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 1999

1998
Robotic Gesture Recognition by Cue Combination.
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
Robotic Gesture Recognition.
Proceedings of the Gesture and Sign Language in Human-Computer Interaction, 1997

1996
Binding - A Proposed Experiment and a Model.
Proceedings of the Artificial Neural Networks, 1996

Robust classification of hand postures against complex backgrounds.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996


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