Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity. - Andreas Knoblauch; Günther Palm (Emergent Neural Computational Architectures Based on Neuroscience, 2001)

Pattern separation and synchronization in spiking associative memories and visual areas. - Andreas Knoblauch; Günther Palm (Neural Networks, 2001)

Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback. - Andreas Knoblauch; Günther Palm (Biol. Cybern., 2002)

Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales. - Andreas Knoblauch; Günther Palm (Biol. Cybern., 2002)

Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? - Andreas Knoblauch; Thomas Wennekers; Friedrich T. Sommer (Neurocomputing, 2002)

Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. - Andreas Knoblauch (ICANN, 2003)

Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas. - Andreas Knoblauch; Friedrich T. Sommer (Neurocomputing, 2003)

Synchronization of neuronal assemblies in reciprocally connected cortical areas. - Andreas Knoblauch; Günther Palm (Theory Biosci., 2003)

Synchronization and pattern separation in spiking associative memories and visual cortical areas. - Andreas Knoblauch (2003)

Modelling the auditory system: preprocessing and associative memories using spiking neurons. - Marcus Borst; Andreas Knoblauch; Günther Palm (Neurocomputing, 2004)

Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations. - Andreas Knoblauch; Friedrich T. Sommer (Neurocomputing, 2004)

An Associative Cortical Model of Language Understanding and Action Planning. - Andreas Knoblauch; Heiner Markert; Günther Palm (IWINAC (2), 2005)

Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System. - Rebecca Fay; Ulrich Kaufmann; Andreas Knoblauch; Heiner Markert; Günther Palm (Biomimetic Neural Learning for Intelligent Robots, 2005)

Sequence Detector Networks and Associative Learning of Grammatical Categories. - Andreas Knoblauch; Friedemann Pulvermüller (Biomimetic Neural Learning for Intelligent Robots, 2005)

Detecting Sequences and Understanding Language with Neural Associative Memories and Cell Assemblies. - Heiner Markert; Andreas Knoblauch; Günther Palm (Biomimetic Neural Learning for Intelligent Robots, 2005)

Statistical implications of clipped Hebbian learning of cell assemblies. - Andreas Knoblauch (Neurocomputing, 2005)

Neural associative memory for brain modeling and information retrieval. - Andreas Knoblauch (Inf. Process. Lett., 2005)

Modelling of syntactical processing in the cortex. - Heiner Markert; Andreas Knoblauch; Günther Palm (Biosyst., 2007)

A cell assembly based model for the cortical microcircuitry. - Andreas Knoblauch; Rüdiger Kupper; Marc-Oliver Gewaltig; Ursula Körner; Edgar Körner (Neurocomputing, 2007)

Simulations of signal flow in a functional model of the cortical column. - Rüdiger Kupper; Andreas Knoblauch; Marc-Oliver Gewaltig; Ursula Körner; Edgar Körner (Neurocomputing, 2007)

Neural Associative Memory and the Willshaw–Palm Probability Distribution. - Andreas Knoblauch (SIAM J. Appl. Math., 2008)

Closed-form Expressions for the Moments of the Binomial Probability Distribution. - Andreas Knoblauch (SIAM J. Appl. Math., 2008)

Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain? - Friedemann Pulvermüller; Andreas Knoblauch (Neural Networks, 2009)

Optimal synaptic learning in non-linear associative memory. - Andreas Knoblauch (IJCNN, 2010)

Zip nets: Efficient associative computation with binary synapses. - Andreas Knoblauch (IJCNN, 2010)

Memory Capacities for Synaptic and Structural Plasticity. - Andreas Knoblauch; Günther Palm; Friedrich T. Sommer (Neural Comput., 2010)

A hybrid brain interface for a humanoid robot assistant. - Andrea Finke; Andreas Knoblauch; Hendrik Koesling; Helge J. Ritter (EMBC, 2011)

Neural Associative Memory with Optimal Bayesian Learning. - Andreas Knoblauch (Neural Comput., 2011)

Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony? - Andreas Knoblauch; Florian Hauser; Marc-Oliver Gewaltig; Edgar Körner; Günther Palm (Frontiers Comput. Neurosci., 2012)

Cell assemblies in the cerebral cortex. - Günther Palm; Andreas Knoblauch; Florian Hauser; Almut Schüz (Biol. Cybern., 2014)

Cognitive Representation of a Complex Motor Action Executed by Different Motor Systems. - Heiko Lex; Christoph Schütz; Andreas Knoblauch; Thomas Schack (Minds Mach., 2015)

Toward Self-Referential Autonomous Learning of Object and Situation Models. - Florian Damerow; Andreas Knoblauch; Ursula Körner; Julian Eggert; Edgar Körner (Cogn. Comput., 2016)

Efficient Associative Computation with Discrete Synapses. - Andreas Knoblauch (Neural Comput., 2016)

Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods. - Andreas Knoblauch; Günther Palm (ICANN (1), 2019)

Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory. - Andreas Knoblauch; Günther Palm (Neural Comput., 2020)

Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. - Andreas Knoblauch (Neural Comput., 2021)

Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks. - Andreas Knoblauch (ISMIS, 2022)

On the antiderivatives of xp/(1 - x) with an application to optimize loss functions for classification with neural networks. - Andreas Knoblauch (Ann. Math. Artif. Intell., 2022)

Weight Perturbation and Competitive Hebbian Plasticity for Training Sparse Excitatory Neural Networks. - Patrick Stricker; Florian Röhrbein; Andreas Knoblauch (IJCNN, 2024)

IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management. - Andreas Knoblauch (CoRR, 2024)

Neural auto-association with optimal Bayesian learning. - Andreas Knoblauch (CoRR, 2024)