Fred H. Hamker
Orcid: 0000-0001-9104-7143Affiliations:
- Chemnitz University of Technology, Faculty of Computer Science, Germany
According to our database1,
Fred H. Hamker
authored at least 60 papers
between 1996 and 2023.
Collaborative distances:
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Bibliography
2023
A large-scale neurocomputational model of spatial cognition integrating memory with vision.
Neural Networks, October, 2023
Correction: The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach.
PLoS Comput. Biol., 2023
The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach.
PLoS Comput. Biol., 2023
IEEE Access, 2023
Exploring the Role of Feedback Inhibition for the Robustness Against Corruptions on Event-Based Data.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023
2022
Frontiers Neuroinformatics, 2022
Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022
ANNarchy - iCub: An Interface for Easy Interaction between Neural Network Models and the iCub Robot.
Proceedings of the IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2022
2021
Sensory coding and contrast invariance emerge from the control of plastic inhibition over emergent selectivity.
PLoS Comput. Biol., 2021
Performance of biologically grounded models of the early visual system on standard object recognition tasks.
Neural Networks, 2021
Optimal attention tuning in a neuro-computational model of the visual cortex-basal ganglia-prefrontal cortex loop.
Neural Networks, 2021
2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
IEEE Trans. Cogn. Dev. Syst., 2020
Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations.
Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020
2019
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019
2018
Frontiers Neurorobotics, 2018
Proceedings of the From Animals to Animats 15, 2018
Design of new Sensory Soft Hand: Combining air-pump actuation with superimposed curvature and pressure sensors.
Proceedings of the IEEE International Conference on Soft Robotics, 2018
A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Humanoid Robot Grasping with a Soft Gripper Through a Learned Inverse Model of a Central Pattern Generator and Tactile Servoing.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018
2017
Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model.
Frontiers Comput. Neurosci., 2017
Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem.
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017
2016
Suppression of displacement detection in the presence and absence of eye movements: a neuro-computational perspective.
Biol. Cybern., 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
The Performance of a Biologically Plausible Model of Visual Attention to Localize Objects in a Virtual Reality.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
2015
Neural Networks, 2015
Differential contributions of the globus pallidus and ventral thalamus to stimulus-response learning in humans.
NeuroImage, 2015
Künstliche Intell., 2015
i-com, 2015
Frontiers Neuroinformatics, 2015
Frontiers Comput. Neurosci., 2015
2014
A Hierarchical System for a Distributed Representation of the Peripersonal Space of a Humanoid Robot.
IEEE Trans. Auton. Ment. Dev., 2014
Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area.
Frontiers Neurorobotics, 2014
Brain circuits underlying visual stability across eye movements - converging evidence for a neuro-computational model of area LIP.
Frontiers Comput. Neurosci., 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
2012
Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops.
Neural Networks, 2012
Learning Invariance from Natural Images Inspired by Observations in the Primary Visual Cortex.
Neural Comput., 2012
2011
Künstliche Intell., 2011
2010
A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks.
Frontiers Comput. Neurosci., 2010
2009
2008
Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex.
J. Cogn. Neurosci., 2008
2007
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007
2006
V4 receptive field dynamics as predicted by a systems-level model of visual attention using feedback from the frontal eye field.
Neural Networks, 2006
2005
The emergence of attention by population-based inference and its role in distributed processing and cognitive control of vision.
Comput. Vis. Image Underst., 2005
A Population-Based Inference Framework for Feature-Based Attention in Natural Scenes.
Proceedings of the Brain, 2005
2004
Neurocomputing, 2004
Proceedings of the Attention and Performance in Computational Vision, 2004
2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
2001
Life-long learning Cell Structures--continuously learning without catastrophic interference.
Neural Networks, 2001
2000
Visuelle Aufmerksamkeit und lebenslanges Lernen im Wahrnehmungs-Handlungs-Zyklus.
Künstliche Intell., 2000
Proceedings of the Medical Data Analysis, First International Symposium, 2000
1999
PhD thesis, 1999
1998
Comparing neural networks: a benchmark on growing neural gas, growing cell structures, and fuzzy ARTMAP.
IEEE Trans. Neural Networks, 1998
1997
Proceedings of the Artificial Neural Networks, 1997
1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Region selection: segmentation, classification and task relevance in a single grouping mechanism.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996