Andreas Knoblauch
Orcid: 0000-0002-2534-0250
According to our database1,
Andreas Knoblauch
authored at least 38 papers
between 2001 and 2022.
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Bibliography
2022
On the antiderivatives of x<sup>p</sup>/(1 - x) with an application to optimize loss functions for classification with neural networks.
Ann. Math. Artif. Intell., 2022
Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022
2021
Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification.
Neural Comput., 2021
2020
Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory.
Neural Comput., 2020
2019
Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
2016
Cogn. Comput., 2016
2015
Cognitive Representation of a Complex Motor Action Executed by Different Motor Systems.
Minds Mach., 2015
2014
2012
Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony?
Frontiers Comput. Neurosci., 2012
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain?
Neural Networks, 2009
2008
SIAM J. Appl. Math., 2008
SIAM J. Appl. Math., 2008
2007
Neurocomputing, 2007
2005
Inf. Process. Lett., 2005
Neurocomputing, 2005
Detecting Sequences and Understanding Language with Neural Associative Memories and Cell Assemblies.
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005
Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System.
Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
2004
Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations.
Neurocomputing, 2004
Modelling the auditory system: preprocessing and associative memories using spiking neurons.
Neurocomputing, 2004
2003
Synchronization and pattern separation in spiking associative memories and visual cortical areas.
PhD thesis, 2003
Theory Biosci., 2003
Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas.
Neurocomputing, 2003
Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
2002
Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory?
Neurocomputing, 2002
Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales.
Biol. Cybern., 2002
Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback.
Biol. Cybern., 2002
2001
Pattern separation and synchronization in spiking associative memories and visual areas.
Neural Networks, 2001
Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity.
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001