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ORCIDAndreas Knoblauch
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2020 – today
- 2024
[c12]Patrick Stricker, Florian Röhrbein, Andreas Knoblauch:
Weight Perturbation and Competitive Hebbian Plasticity for Training Sparse Excitatory Neural Networks. IJCNN 2024: 1-8- [i1]Andreas Knoblauch:
IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management. CoRR abs/2408.03341 (2024) - 2022
- [j26]Andreas Knoblauch
:
On the antiderivatives of xp/(1 - x) with an application to optimize loss functions for classification with neural networks. Ann. Math. Artif. Intell. 90(4): 425-452 (2022) - [c11]Andreas Knoblauch:
Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks. ISMIS 2022: 272-282 - 2021
- [j25]Andreas Knoblauch:
Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. Neural Comput. 33(8): 2193-2225 (2021) - 2020
- [j24]Andreas Knoblauch, Günther Palm:
Iterative Retrieval and Block Coding in Autoassociative and Heteroassociative Memory. Neural Comput. 32(1): 205-260 (2020)
2010 – 2019
- 2019
- [c10]Andreas Knoblauch, Günther Palm:
Bidirectional Associative Memory with Block Coding: A Comparison of Iterative Retrieval Methods. ICANN (1) 2019: 3-19 - 2016
- [j23]Florian Damerow, Andreas Knoblauch, Ursula Körner, Julian Eggert, Edgar Körner:
Toward Self-Referential Autonomous Learning of Object and Situation Models. Cogn. Comput. 8(4): 703-719 (2016) - [j22]Andreas Knoblauch:
Efficient Associative Computation with Discrete Synapses. Neural Comput. 28(1): 118-186 (2016) - 2015
- [j21]Heiko Lex, Christoph Schütz, Andreas Knoblauch, Thomas Schack:
Cognitive Representation of a Complex Motor Action Executed by Different Motor Systems. Minds Mach. 25(1): 1-15 (2015) - 2014
- [j20]Günther Palm, Andreas Knoblauch, Florian Hauser, Almut Schüz:
Cell assemblies in the cerebral cortex. Biol. Cybern. 108(5): 559-572 (2014) - 2012
- [j19]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: 55 (2012) - 2011
- [j18]Andreas Knoblauch:
Neural Associative Memory with Optimal Bayesian Learning. Neural Comput. 23(6): 1393-1451 (2011) - [c9]Andrea Finke, Andreas Knoblauch, Hendrik Koesling, Helge J. Ritter:
A hybrid brain interface for a humanoid robot assistant. EMBC 2011: 7421-7424 - 2010
- [j17]Andreas Knoblauch, Günther Palm, Friedrich T. Sommer:
Memory Capacities for Synaptic and Structural Plasticity. Neural Comput. 22(2): 289-341 (2010) - [c8]Andreas Knoblauch:
Optimal synaptic learning in non-linear associative memory. IJCNN 2010: 1-7 - [c7]Andreas Knoblauch:
Zip nets: Efficient associative computation with binary synapses. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j16]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): 161-172 (2009) - 2008
- [j15]Andreas Knoblauch:
Neural Associative Memory and the Willshaw--Palm Probability Distribution. SIAM J. Appl. Math. 69(1): 169-196 (2008) - [j14]Andreas Knoblauch:
Closed-form Expressions for the Moments of the Binomial Probability Distribution. SIAM J. Appl. Math. 69(1): 197-204 (2008) - 2007
- [j13]Heiner Markert, Andreas Knoblauch, Günther Palm:
Modelling of syntactical processing in the cortex. Biosyst. 89(1-3): 300-315 (2007) - [j12]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): 1711-1716 (2007) - [j11]Andreas Knoblauch, Rüdiger Kupper, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner:
A cell assembly based model for the cortical microcircuitry. Neurocomputing 70(10-12): 1838-1842 (2007) - 2005
- [j10]Andreas Knoblauch:
Statistical implications of clipped Hebbian learning of cell assemblies. Neurocomputing 65-66: 647-652 (2005) - [j9]Andreas Knoblauch:
Neural associative memory for brain modeling and information retrieval. Inf. Process. Lett. 95(6): 537-544 (2005) - [c6]Andreas Knoblauch, Heiner Markert, Günther Palm:
An Associative Cortical Model of Language Understanding and Action Planning. IWINAC (2) 2005: 405-414 - [c5]Andreas Knoblauch, Friedemann Pulvermüller:
Sequence Detector Networks and Associative Learning of Grammatical Categories. Biomimetic Neural Learning for Intelligent Robots 2005: 31-53 - [c4]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: 107-117 - [c3]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: 118-143 - 2004
- [j8]Andreas Knoblauch, Friedrich T. Sommer:
Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations. Neurocomputing 58-60: 185-190 (2004) - [j7]Marcus Borst, Andreas Knoblauch, Günther Palm:
Modelling the auditory system: preprocessing and associative memories using spiking neurons. Neurocomputing 58-60: 1013-1018 (2004) - 2003
- [b1]Andreas Knoblauch:
Synchronization and pattern separation in spiking associative memories and visual cortical areas. University of Ulm, Germany, 2003, pp. 1-178 - [j6]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 52-54: 301-306 (2003) - [j5]Andreas Knoblauch, Günther Palm:
Synchronization of neuronal assemblies in reciprocally connected cortical areas. Theory Biosci. 122(1): 37-54 (2003) - [c2]Andreas Knoblauch:
Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. ICANN 2003: 325-332 - 2002
- [j4]Andreas Knoblauch, Günther Palm:
Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback. Biol. Cybern. 87(3): 151-167 (2002) - [j3]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): 168-184 (2002) - [j2]Andreas Knoblauch, Thomas Wennekers, Friedrich T. Sommer:
Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? Neurocomputing 44-46: 19-24 (2002) - 2001
- [j1]Andreas Knoblauch, Günther Palm:
Pattern separation and synchronization in spiking associative memories and visual areas. Neural Networks 14(6-7): 763-780 (2001) - [c1]Andreas Knoblauch, Günther Palm:
Spiking Associative Memory and Scene Segmentation by Synchronization of Cortical Activity. Emergent Neural Computational Architectures Based on Neuroscience 2001: 407-427
Coauthor Index
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