Publications

2024

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    A Brain Machine Interface Framework for Exploring Proactive Control of Smart Environments
    Jan-Matthias Braun, Michael Fauth, Michael Berger, and 11 more authors
    2024
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    Modeling Emergent Dynamics Arising from Synaptic Tagging and Capture at the Network Level
    Jannik Luboeinski, and Christian Tetzlaff
    In Synaptic Tagging and Capture: From Synapses to Behavior, 2024
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    Unsupervised Learning of Perceptual Feature Combinations
    Minija Tamosiunaite, Christian Tetzlaff, and Florentin Wörgötter
    2024

2023

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    Implementation of Input Correlation Learning with an Optoelectronic Dendritic Unit
    Silvia Ortín, Miguel C. Soriano, Christian Tetzlaff, and 4 more authors
    Frontiers in Physics, 2023
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    High-Resolution Analysis of Bound Ca2+ in Neurons and Synapses
    Elisa A. Bonnin, Arash Golmohammadi, Ronja Rehm, and 2 more authors
    Life Science Alliance, Oct 2023
  3. Synaptic Diversity in ANNs Can Facilitate Faster Learning
    Martin Hofmann, Moritz F. P. Becker, Christian Tetzlaff, and 1 more author
    Feb 2023
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    Sparse Clustered Inhibition Projects Sequential Activity onto Unique Neural Subspaces
    Andrew B. Lehr, Arvind Kumar, and Christian Tetzlaff
    Sep 2023
  5. Tunable Synaptic Working Memory with Volatile Memristive Devices
    Saverio Ricci, David Kappel, Christian Tetzlaff, and 2 more authors
    Neuromorphic Computing and Engineering, Dec 2023

2022

  1. Emulating Dendritic Computing Paradigms on Analog Neuromorphic Hardware
    Jakob Kaiser, Sebastian Billaudelle, Eric Müller, and 3 more authors
    Neuroscience, May 2022
  2. Synapses Learn to Utilize Pre-Synaptic Noise for the Prediction of Postsynaptic Dynamics
    David Kappel, and Christian Tetzlaff
    Apr 2022
  3. Neuromodulator-Dependent Synaptic Tagging and Capture Retroactively Controls Neural Coding in Spiking Neural Networks
    Andrew B. Lehr, Jannik Luboeinski, and Christian Tetzlaff
    Scientific Reports, Oct 2022
  4. Organization and Priming of Long-Term Memory Representations with Two-Phase Plasticity
    Jannik Luboeinski, and Christian Tetzlaff
    Cognitive Computation, Jun 2022
  5. Differential Hebbian Learning with Time-Continuous Signals for Active Noise Reduction
    Konstantin Möller, David Kappel, Minija Tamosiunaite, and 3 more authors
    PLOS ONE, May 2022
  6. Decision Making by a Neuromorphic Network of Volatile Resistive Switching Memories
    Saverio Ricci, David Kappel, Christian Tetzlaff, and 2 more authors
    Nov 2022

2021

  1. The Biophysical Basis Underlying the Maintenance of Early Phase Long-Term Potentiation
    Moritz FP Becker, and Christian Tetzlaff
    PLoS computational biology, Nov 2021
  2. Reproducing Asymmetrical Spine Shape Fluctuations in a Model of Actin Dynamics Predicts Self-Organized Criticality
    Mayte Bonilla-Quintana, Florentin Wörgötter, Elisa D’Este, and 2 more authors
    Scientific reports, Nov 2021
  3. Editorial: Robust Artificial Intelligence for Neurorobotics
    Joe Hays, Subramanian Ramamoorthy, and Christian Tetzlaff
    Frontiers in Neurorobotics, Nov 2021
  4. A Synapse-Centric Account of the Free Energy Principle
    David Kappel, and Christian Tetzlaff
    Mar 2021
  5. Continual Learning with Memory Cascades
    David Kappel, Francesco Negri, and Christian Tetzlaff
    In I (Still) Can’t Believe It’s Not Better! NeurIPS 2021 Workshop, Dec 2021
  6. CA2 beyond Social Memory: Evidence for a Fundamental Role in Hippocampal Information Processing
    Andrew B. Lehr, Arvind Kumar, Christian Tetzlaff, and 3 more authors
    Neuroscience & Biobehavioral Reviews, Dec 2021
  7. A Local Circadian Clock for Memory?
    Andrew B. Lehr, Robert J. McDonald, Christina M. Thorpe, and 2 more authors
    Neuroscience & Biobehavioral Reviews, Dec 2021
  8. Memory Consolidation and Improvement by Synaptic Tagging and Capture in Recurrent Neural Networks
    Jannik Luboeinski, and Christian Tetzlaff
    Communications Biology, Mar 2021
  9. Brian2Loihi: An Emulator for the Neuromorphic Chip Loihi Using the Spiking Neural Network Simulator Brian
    Carlo Michaelis, Andrew B. Lehr, Winfried Oed, and 1 more author
    arXiv preprint arXiv:2109.12308, Mar 2021
  10. Self-Organized Structuring of Recurrent Neuronal Networks for Reliable Information Transmission
    Daniel Miner, Florentin Wörgötter, Christian Tetzlaff, and 1 more author
    Biology, Mar 2021

2020

  1. The Interplay of Synaptic Plasticity and Scaling Enables Self-Organized Formation and Allocation of Multiple Memory Representations
    Johannes Maria Auth, Timo Nachstedt, and Christian Tetzlaff
    Frontiers in Neural Circuits, Mar 2020
  2. Modeling the Shape of Synaptic Spines by Their Actin Dynamics
    Mayte Bonilla-Quintana, Florentin Wörgötter, Christian Tetzlaff, and 1 more author
    Frontiers in synaptic neuroscience, Mar 2020
  3. Evolving Artificial Neural Networks with Feedback
    Sebastian Herzog, Christian Tetzlaff, and Florentin Wörgötter
    Neural Networks, Mar 2020
  4. The Self-Organized Learning of Noisy Environmental Stimuli Requires Distinct Phases of Plasticity
    Steffen Krüppel, and Christian Tetzlaff
    Network Neuroscience, Mar 2020
  5. Robust Trajectory Generation for Robotic Control on the Neuromorphic Research Chip Loihi
    Carlo Michaelis, Andrew B. Lehr, and Christian Tetzlaff
    Frontiers in Neurorobotics, Mar 2020
  6. Hey, Look over There: Distraction Effects on Rapid Sequence Recall
    Daniel Miner, and Christian Tetzlaff
    Plos one, Mar 2020
  7. Quantitative Synaptic Biology: A Perspective on Techniques, Numbers and Expectations
    Sofiia Reshetniak, Rubén Fernández-Busnadiego, Marcus Müller, and 2 more authors
    International Journal of Molecular Sciences, Oct 2020

2019

  1. Principles Underlying the Input-Dependent Formation and Organization of Memories
    Juliane Herpich, and Christian Tetzlaff
    Network Neuroscience, Oct 2019
  2. A Theoretical Framework to Derive Simple, Firing-Rate-Dependent Mathematical Models of Synaptic Plasticity
    Janne Lappalainen, Juliane Herpich, and Christian Tetzlaff
    Frontiers in Computational Neuroscience, Oct 2019

2018

  1. Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology
    Poramate Manoonpong, and Christian Tetzlaff
    Oct 2018

2017

  1. Long-Term Information Storage by the Interaction of Synaptic and Structural Plasticity
    Michael Fauth, Florentin Wörgötter, and Christian Tetzlaff
    In The Rewiring Brain, Oct 2017
  2. Fast Dynamical Coupling Enhances Frequency Adaptation of Oscillators for Robotic Locomotion Control
    Timo Nachstedt, Christian Tetzlaff, and Poramate Manoonpong
    Frontiers in neurorobotics, Oct 2017
  3. Working Memory Requires a Combination of Transient and Attractor-Dominated Dynamics to Process Unreliably Timed Inputs
    Timo Nachstedt, and Christian Tetzlaff
    Scientific reports, Oct 2017

2016

  1. Opposing Effects of Neuronal Activity on Structural Plasticity
    Michael Fauth, and Christian Tetzlaff
    Frontiers in Neuroanatomy, Oct 2016

2015

  1. Stimulus Discrimination and Association with Hebbian Cell Assemblies
    Johannes M. Auth, Timo Nachstedt, Christian Tetzlaff, and 1 more author
    BMC Neuroscience, Dec 2015
  2. Self-Organization of Computation in Neural Systems by Interaction between Homeostatic and Synaptic Plasticity
    Sakyasingha Dasgupta, Christian Tetzlaff, Tomas Kulvicius, and 1 more author
    BMC Neuroscience, Dec 2015
  3. The Formation of Multi-Synaptic Connections by the Interaction of Synaptic and Structural Plasticity and Their Functional Consequences
    Michael Fauth, Florentin Wörgötter, and Christian Tetzlaff
    PLOS Computational Biology, Jan 2015
  4. Collective Information Storage in Multiple Synapses Enables Fast Learning and Slow Forgetting
    Michael J. Fauth, Florentin Wörgötter, and Christian Tetzlaff
    BMC Neuroscience, Jan 2015
  5. Formation and Maintenance of Robust Long-Term Information Storage in the Presence of Synaptic Turnover
    Michael Fauth, Florentin Wörgötter, and Christian Tetzlaff
    PLoS computational biology, Jan 2015
  6. Synaptic Plasticity in a Recurrent Neural Network for Versatile and Adaptive Behaviors of a Walking Robot
    Eduard Grinke, Christian Tetzlaff, Florentin Wörgötter, and 1 more author
    Frontiers in Neurorobotics, Jan 2015
  7. Interaction between Memories in an Abstract Mathematical Model Based on the Hebbian Cell Assembly Hypothesis
    Juliane Herpich, Florentin Wörgötter, and Christian Tetzlaff
    BMC Neuroscience, Dec 2015
  8. Towards a Biological Plausible Model of the Interaction of Long-Term Memory and Working Memory
    Timo Nachstedt, Florentin Wörgötter, and Christian Tetzlaff
    BMC Neuroscience, Dec 2015
  9. The Use of Hebbian Cell Assemblies for Nonlinear Computation
    Christian Tetzlaff, Sakyasingha Dasgupta, Tomas Kulvicius, and 1 more author
    Scientific Reports, Aug 2015

2014

  1. Self-Organized Cell Assembly Formation
    Timo Nachstedt, Florentin Wörgötter, and Christian Tetzlaff
    BMC Neuroscience, Jul 2014
  2. The Association between Cell Assemblies and Transient Dynamics
    Christian Tetzlaff, Sakyasingha Dasgupta, and Florentin Wörgötter
    BMC Neuroscience, Jul 2014

2013

  1. An Information Theoretic Model of Information Processing in the Drosophila Olfactory System: The Role of Inhibitory Neurons for System Efficiency
    Faramarz Faghihi, Christoph Kolodziejski, André Fiala, and 2 more authors
    Frontiers in Computational Neuroscience, Jul 2013
  2. Modelling the Interaction of Structural and Synaptic Plasticity
    Michael Fauth, Christian Tetzlaff, and Florentin Wörgötter
    BMC Neuroscience, Jul 2013
  3. Synaptic Scaling Enables Dynamically Distinct Short- and Long-Term Memory Formation
    Christian Tetzlaff, Christoph Kolodziejski, Marc Timme, and 2 more authors
    PLOS Computational Biology, Oct 2013
  4. The Interaction of Synaptic Plasticity and Scaling and Their Role in Memory Formation
    Christian Tetzlaff
    Georg-August-Universität Göttingen, Oct 2013

2012

  1. Analysis of Synaptic Scaling in Combination with Hebbian Plasticity in Several Simple Networks
    Christian Tetzlaff, Christoph Kolodziejski, Marc Timme, and 1 more author
    Frontiers in Computational Neuroscience, Oct 2012
  2. Time Scales of Memory, Learning, and Plasticity
    Christian Tetzlaff, Christoph Kolodziejski, Irene Markelic, and 1 more author
    Biological Cybernetics, Dec 2012

2011

  1. Synaptic Scaling in Combination with Many Generic Plasticity Mechanisms Stabilizes Circuit Connectivity
    Christian Tetzlaff, Christoph Kolodziejski, Marc Timme, and 1 more author
    Frontiers in Computational Neuroscience, Dec 2011
  2. Synaptic Scaling Generically Stabilizes Circuit Connectivity
    Christian Tetzlaff, Christoph Kolodziejski, Marc Timme, and 1 more author
    BMC Neuroscience, Jul 2011

2010

  1. Closed-Form Treatment of the Interactions between Neuronal Activity and Timing-Dependent Plasticity in Networks of Linear Neurons
    Christoph Kolodziejski, Christian Tetzlaff, and Florentin Wörgötter
    Frontiers in Computational Neuroscience, Jul 2010
  2. Self-Organized Criticality in Developing Neuronal Networks
    Christian Tetzlaff, Samora Okujeni, Ulrich Egert, and 2 more authors
    PLOS Computational Biology, Dec 2010

2009

  1. Self-Organized Criticality of Developing Artificial Neuronal Networks and Dissociated Cell Cultures
    Christian Tetzlaff, Samora Okujeni, Ulrich Egert, and 2 more authors
    BMC Neuroscience, Jul 2009