Andreas Knoblauch

ORCID

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 7

Top Venues

Neural Comput.

Ann. Math. Artif. Intell.

Biol. Cybern.

ICANN (1)

University of Ulm, Germany (PHD)

Education History

University of Ulm, Germany

PHD

Publications

Andreas Knoblauch
/(1 - x) with an application to optimize loss functions for classification with neural networks. Ann. Math. Artif. Intell. 90 (4) (2022)
Andreas Knoblauch
Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks. ISMIS (2022)
Andreas Knoblauch
Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. Neural Comput. 33 (8) (2021)
Andreas Knoblauch, Günther Palm
Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory. Neural Comput. 32 (1) (2020)
Andreas Knoblauch, Günther Palm
Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods. ICANN (1) (2019)
Andreas Knoblauch
Efficient Associative Computation with Discrete Synapses. Neural Comput. 28 (1) (2016)
Florian Damerow, Andreas Knoblauch, Ursula Körner, Julian Eggert, Edgar Körner
Toward Self-Referential Autonomous Learning of Object and Situation Models. Cogn. Comput. 8 (4) (2016)
Heiko Lex, Christoph Schütz, Andreas Knoblauch, Thomas Schack
Cognitive Representation of a Complex Motor Action Executed by Different Motor Systems. Minds Mach. 25 (1) (2015)
Günther Palm, Andreas Knoblauch, Florian Hauser, Almut Schüz
Cell assemblies in the cerebral cortex. Biol. Cybern. 108 (5) (2014)
Andreas Knoblauch, Florian Hauser, Marc-Oliver Gewaltig, Edgar Körner, Günther Palm
Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony? Frontiers Comput. Neurosci. 6 (2012)
Andreas Knoblauch
Neural Associative Memory with Optimal Bayesian Learning. Neural Comput. 23 (6) (2011)
Andrea Finke, Andreas Knoblauch, Hendrik Koesling, Helge J. Ritter
A hybrid brain interface for a humanoid robot assistant. EMBC (2011)
Andreas Knoblauch
Zip nets: Efficient associative computation with binary synapses. IJCNN (2010)
Andreas Knoblauch
Optimal synaptic learning in non-linear associative memory. IJCNN (2010)
Andreas Knoblauch, Günther Palm, Friedrich T. Sommer
Memory Capacities for Synaptic and Structural Plasticity. Neural Comput. 22 (2) (2010)
Friedemann Pulvermüller, Andreas Knoblauch
Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain? Neural Networks 22 (2) (2009)
Andreas Knoblauch
Closed-form Expressions for the Moments of the Binomial Probability Distribution. SIAM J. Appl. Math. 69 (1) (2008)
Andreas Knoblauch
Neural Associative Memory and the Willshaw--Palm Probability Distribution. SIAM J. Appl. Math. 69 (1) (2008)
Rüdiger Kupper, Andreas Knoblauch, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner
Simulations of signal flow in a functional model of the cortical column. Neurocomputing 70 (10-12) (2007)
Heiner Markert, Andreas Knoblauch, Günther Palm
Modelling of syntactical processing in the cortex. Biosyst. 89 (1-3) (2007)
Andreas Knoblauch, Rüdiger Kupper, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner
A cell assembly based model for the cortical microcircuitry. Neurocomputing 70 (10-12) (2007)
Andreas Knoblauch
Neural associative memory for brain modeling and information retrieval. Inf. Process. Lett. 95 (6) (2005)
Andreas Knoblauch, Friedemann Pulvermüller
Sequence Detector Networks and Associative Learning of Grammatical Categories. Biomimetic Neural Learning for Intelligent Robots (2005)
Heiner Markert, Andreas Knoblauch, Günther Palm
Detecting Sequences and Understanding Language with Neural Associative Memories and Cell Assemblies. Biomimetic Neural Learning for Intelligent Robots (2005)
Rebecca Fay, Ulrich Kaufmann, Andreas Knoblauch, Heiner Markert, Günther Palm
Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System. Biomimetic Neural Learning for Intelligent Robots (2005)
Andreas Knoblauch
Statistical implications of clipped Hebbian learning of cell assemblies. Neurocomputing (2005)
Andreas Knoblauch, Heiner Markert, Günther Palm
An Associative Cortical Model of Language Understanding and Action Planning. IWINAC (2) (2005)
Marcus Borst, Andreas Knoblauch, Günther Palm
Modelling the auditory system: preprocessing and associative memories using spiking neurons. Neurocomputing (2004)
Andreas Knoblauch, Friedrich T. Sommer
Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations. Neurocomputing (2004)
Andreas Knoblauch, Günther Palm
Synchronization of neuronal assemblies in reciprocally connected cortical areas. Theory Biosci. 122 (1) (2003)
Andreas Knoblauch, Friedrich T. Sommer
Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas. Neurocomputing (2003)
Andreas Knoblauch
Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. ICANN (2003)
Andreas Knoblauch, Günther Palm
Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback. Biol. Cybern. 87 (3) (2002)
Andreas Knoblauch, Thomas Wennekers, Friedrich T. Sommer
Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? Neurocomputing (2002)
Andreas Knoblauch, Günther Palm
Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales. Biol. Cybern. 87 (3) (2002)
Andreas Knoblauch, Günther Palm
Pattern separation and synchronization in spiking associative memories and visual areas. Neural Networks 14 (6-7) (2001)
Andreas Knoblauch, Günther Palm
Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity. Emergent Neural Computational Architectures Based on Neuroscience (2001)

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Publication Activity (10 Years)

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Andreas Knoblauch