Sequential neuromodulation of Hebbian plasticity in reward-based navigation

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Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based navigation.

Brzosko Z*, Zannone S*, Schultz W, Clopath C#, Paulsen O#
eLife, 2017, doi:10.7554/eLife.27756


Modeling Dendritic Spikes and Plasticity

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Modeling somatic and dendritic spike mediated plasticity at the single neuron and network level

Bono J, Clopath C
Nature Communications, 2017, doi:10.1038/s41467-017-00740-z


The Role of Neuromodulators in Cortical Plasticity. A Computational Perspective.

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The Role of Neuromodulators in Cortical Plasticity. A Computational Perspective.

Pedrosa V and Clopath C
Front. Synaptic Neurosci., 2017, doi:10.3389/fnsyn.2016.00038


Spatial structure from diffusive synaptic plasticity

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Emergent spatial synaptic structure from diffusive plasticity

Sweeney Y, Clopath C
European Journal of Neuroscience, 2016


Network with electrical synapses and subthreshold resonance

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Oscillations emerging from noise-driven steady state in networks with electrical synapses and subthreshold resonance.

Tchumatchenko T*, Clopath C*
Nature Communications, 2014,5,5512, doi:10.1038/ncomms6512


VOR model

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A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice.

Clopath C*, Badura A*, de Zeuuw CI and Brunel N
Journal of Neuroscience, 2014, 34(21):7203-7215


Voltage-based triplet plasticity model

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Brian2

Connectivity reflects coding: A model of voltage-based spike-timing-dependent-plasticity with homeostasis.

Clopath C, Buesing L, Vasilaki E and Gerstner W
Nature Neuroscience, 2010, 13, 344-352

Voltage and Spike Timing interact in STDP - a Unified Model.

Clopath C and Gerstner W
Frontiers in Synaptic Neuroscience, 2010


Inhibitory plasticity model

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Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks.

Vogels TP*, Sprekeler H*, Zenke F, Clopath C and Gerstner W
Science, 2011, 334(6062)1569-1573


TagTriC model

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Tag-Trigger-Consolidation: A model of early and late long-term potentation and depression.

Clopath C*, Ziegler L*, Vasilaki E, Buesing L and Gerstner W
PLoS Computational Biolology, 2008, 4, e1000248


Adaptive Exponential Integrate-and-Fire model

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Firing Patterns in the Adaptive Exponential Integrate-and-Fire.

Naud R, Marcille N, Clopath C and Gerstner W
Biological Cybernetics, 2008, 98:459-478

Predicting Neuronal Activity with Simple Models of the Threshold Type: Adaptive Exponential Integrate-and-Fire Model with Two Compartments.

Clopath C, Jolivet R, Rauch A, Luescher H-R and Gerstner W
Neurocomputing, 2007, 70, 1668 - 1673