Andreas Knoblauch

44 papers B 3C 2Journal 31Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Energy-Efficient Information Representation in MNIST Classification Using Biologically Inspired Learning. CoRR Patrick Stricker, Florian Röhrbein, Andreas Knoblauch
2026	J	`jnl`	Guiding Sparse Neural Networks with Neurobiological Principles to Elicit Biologically Plausible Representations. CoRR Patrick Inoue, Florian Röhrbein, Andreas Knoblauch
2025	J	`jnl`	Dopamine-driven synaptic credit assignment in neural networks. CoRR Saranraj Nambusubramaniyan, Shervin Safavi, Raja Guru, Andreas Knoblauch
2024	J	`jnl`	IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management. CoRR Andreas Knoblauch
2024	J	`jnl`	Neural auto-association with optimal Bayesian learning. CoRR Andreas Knoblauch
2024	B	`conf`	Weight Perturbation and Competitive Hebbian Plasticity for Training Sparse Excitatory Neural Networks. IJCNN Patrick Stricker, Florian Röhrbein, Andreas Knoblauch
2022	C	`conf`	Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks. ISMIS Andreas Knoblauch
2022	J	`jnl`	On the antiderivatives of x Ann. Math. Artif. Intell. Andreas Knoblauch
2021	J	`jnl`	Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. Neural Comput. Andreas Knoblauch
2020	J	`jnl`	Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory. Neural Comput. Andreas Knoblauch, Günther Palm
2019	—	`conf`	Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods. ICANN (1) Andreas Knoblauch, Günther Palm
2016	J	`jnl`	Efficient Associative Computation with Discrete Synapses. Neural Comput. Andreas Knoblauch
2016	J	`jnl`	Toward Self-Referential Autonomous Learning of Object and Situation Models. Cogn. Comput. Florian Damerow, Andreas Knoblauch, Ursula Körner, Julian Eggert, Edgar Körner
2015	J	`jnl`	Cognitive Representation of a Complex Motor Action Executed by Different Motor Systems. Minds Mach. Heiko Lex, Christoph Schütz, Andreas Knoblauch, Thomas Schack
2014	J	`jnl`	Cell assemblies in the cerebral cortex. Biol. Cybern. Günther Palm, Andreas Knoblauch, Florian Hauser, Almut Schüz
2012	J	`jnl`	Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony? Frontiers Comput. Neurosci. Andreas Knoblauch, Florian Hauser, Marc-Oliver Gewaltig, Edgar Körner, Günther Palm
2011	—	`conf`	A hybrid brain interface for a humanoid robot assistant. EMBC Andrea Finke, Andreas Knoblauch, Hendrik Koesling, Helge J. Ritter
2011	J	`jnl`	Neural Associative Memory with Optimal Bayesian Learning. Neural Comput. Andreas Knoblauch
2010	J	`jnl`	Memory Capacities for Synaptic and Structural Plasticity. Neural Comput. Andreas Knoblauch, Günther Palm, Friedrich T. Sommer
2010	B	`conf`	Optimal synaptic learning in non-linear associative memory. IJCNN Andreas Knoblauch
2010	B	`conf`	Zip nets: Efficient associative computation with binary synapses. IJCNN Andreas Knoblauch
2009	J	`jnl`	Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain? Neural Networks Friedemann Pulvermüller, Andreas Knoblauch
2008	J	`jnl`	Closed-form Expressions for the Moments of the Binomial Probability Distribution. SIAM J. Appl. Math. Andreas Knoblauch
2008	J	`jnl`	Neural Associative Memory and the Willshaw--Palm Probability Distribution. SIAM J. Appl. Math. Andreas Knoblauch
2007	J	`jnl`	A cell assembly based model for the cortical microcircuitry. Neurocomputing Andreas Knoblauch, Rüdiger Kupper, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner
2007	J	`jnl`	Modelling of syntactical processing in the cortex. Biosyst. Heiner Markert, Andreas Knoblauch, Günther Palm
2007	J	`jnl`	Simulations of signal flow in a functional model of the cortical column. Neurocomputing Rüdiger Kupper, Andreas Knoblauch, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner
2005	—	`conf`	An Associative Cortical Model of Language Understanding and Action Planning. IWINAC (2) Andreas Knoblauch, Heiner Markert, Günther Palm
2005	—	`conf`	Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System. Biomimetic Neural Learning for Intelligent Robots Rebecca Fay, Ulrich Kaufmann, Andreas Knoblauch, Heiner Markert, Günther Palm
2005	—	`conf`	Detecting Sequences and Understanding Language with Neural Associative Memories and Cell Assemblies. Biomimetic Neural Learning for Intelligent Robots Heiner Markert, Andreas Knoblauch, Günther Palm
2005	J	`jnl`	Neural associative memory for brain modeling and information retrieval. Inf. Process. Lett. Andreas Knoblauch
2005	—	`conf`	Sequence Detector Networks and Associative Learning of Grammatical Categories. Biomimetic Neural Learning for Intelligent Robots Andreas Knoblauch, Friedemann Pulvermüller
2005	J	`jnl`	Statistical implications of clipped Hebbian learning of cell assemblies. Neurocomputing Andreas Knoblauch
2004	J	`jnl`	Modelling the auditory system: preprocessing and associative memories using spiking neurons. Neurocomputing Marcus Borst, Andreas Knoblauch, Günther Palm
2004	J	`jnl`	Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations. Neurocomputing Andreas Knoblauch, Friedrich T. Sommer
2003	C	`conf`	Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. ICANN Andreas Knoblauch
2003	J	`jnl`	Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas. Neurocomputing Andreas Knoblauch, Friedrich T. Sommer
2003	—	`—`	Synchronization and pattern separation in spiking associative memories and visual cortical areas. Andreas Knoblauch
2003	J	`jnl`	Synchronization of neuronal assemblies in reciprocally connected cortical areas. Theory Biosci. Andreas Knoblauch, Günther Palm
2002	J	`jnl`	Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? Neurocomputing Andreas Knoblauch, Thomas Wennekers, Friedrich T. Sommer
2002	J	`jnl`	Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback. Biol. Cybern. Andreas Knoblauch, Günther Palm
2002	J	`jnl`	Scene segmentation by spike synchronization in reciprocally connected visual areas. II. Global assemblies and synchronization on larger space and time scales. Biol. Cybern. Andreas Knoblauch, Günther Palm
2001	J	`jnl`	Pattern separation and synchronization in spiking associative memories and visual areas. Neural Networks Andreas Knoblauch, Günther Palm
2001	—	`conf`	Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity. Emergent Neural Computational Architectures Based on Neuroscience Andreas Knoblauch, Günther Palm