Memory's gatekeeper: the role of PFC in the encoding of familiar events
Memory's gatekeeper: the role of PFC in the encoding of familiar events
Guerreiro I.C., Clopath C.
PNAS, 2024, https://doi.org/10.1073/pnas.2403648121
Learning to Express Reward Prediction Error-like Dopaminergic Activity Requires Plastic Representations of Time
Learning to Express Reward Prediction Error-like Dopaminergic Activity Requires Plastic Representations of Time
Cone I., Clopath C., Shouval H.Z.
Nat. Com., 2024, https://doi.org/10.1038/s41467-024-50205-3
Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields
Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields
Albesa-González A., Clopath C.
PLoS, 2024, https://doi.org/10.1371/journal.pcbi.1012110
De novo motor learning creates structure in neural activity space that shapes adaptation
De novo motor learning creates structure in neural activity space that shapes adaptation
Chang J.C., Perich M.G., Miller L.E., Gallego J.A.*, Clopath C.*
Nat. Com., 2024, https://doi.org/10.1038/s41467-024-48008-7
The Impact of Spike Timing Precision and Spike Emission Reliability on Decoding Accuracy
The Impact of Spike Timing Precision and Spike Emission Reliability on Decoding Accuracy
Nicola W., Newton T. R., Clopath
Scientific Reports, 2024, https://doi.org/10.1038/s41598-024-58524-7
RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments
RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments
George T.M., Rastogi M., de Cothi W., Clopath C., Stachenfeld K., Barry C.
eLife, 2024, https://doi.org/10.7554/eLife.85274
Intrinsic neural excitability biases allocation and overlap of memory engrams
Intrinsic neural excitability biases allocation and overlap of memory engrams
Delamare G., Feitosa Tomé D. and Clopath C.
J. of Neurosci., 2024, doi.org/10.1523/JNEUROSCI.0846-23.2024
Minute-scale oscillatory sequences in medial entorhinal cortex
Latent Representations in Hippocampal Network Model Co-Evolve with Behavioral Exploration of Task Structure
Cone I and Clopath C.
Nature Communication, 2024, doi.org/10.1038/s41467-024-44871-6,
Latent Representations in Hippocampal Network Model Co-Evolve with Behavioral Exploration of Task Structure
Dynamic and selective engrams emerge with memory consolidation
Feitosa Tomé D, Zhang Y, Aida T, Mosto O, Lu Y, Chen M, Sadeh S, Roy D, Clopath C
Nature Neuroscience, 2024, https://doi.org/10.1038/s41586-023-06864-1
Minute-scale oscillatory sequences in medial entorhinal cortex
Minute-scale oscillatory sequences in medial entorhinal cortex
Gonzalo Cogno S et al.
Nature, 2024, https://doi.org/10.1038/s41586-023-06864-1
Disinhibition by VIP interneurons is orthogonal to cross-modal attentional modulation in primary visual cortex
Disinhibition by VIP interneurons is orthogonal to cross-modal attentional modulation in primary visual cortex
Myers-Joseph D, Wilmes KA, Fernandez-Otero M, Clopath C, Khan AG
Neuron, 2023, https://doi.org/10.1016/j.neuron.2023.11.006, 2023
Long- and short-term history effects in a spiking network model of statistical learning
Long- and short-term history effects in a spiking network model of statistical learning
Maes A, Barahona M, Clopath C
Scientific Reports, 2023
Synaptic weights that correlate with presynaptic selectivity increase decoding performance
Synaptic weights that correlate with presynaptic selectivity increase decoding performance
Gallinaro J, Scholl B, Clopath C
PLoS CB, 2023, https://doi.org/10.1371/journal.pcbi.1011362
Age-related dysregulation of homeostatic control in neuronal micro-circuits
Age-related dysregulation of homeostatic control in neuronal micro-circuits
Radulescu CI et al.
Nature Neuroscience, 2023, https://doi.org/10.1038/s41593-023-01451-z
Dendrites help mitigate the plasticity-stability dilemma
Dendrites help mitigate the plasticity-stability dilemma
Wilmes KA, Clopath C
Scientific Reports, 2023, https://doi.org/10.1038/s41598-023-32410-0
Multi-synaptic boutons are a feature of CA1 hippocampal connections in the stratum oriens
Multi-synaptic boutons are a feature of CA1 hippocampal connections in the stratum oriens
Rigby M et al.
Cell Reports, 2023, https://doi.org/10.1016/j.celrep.2023.112397
Learning predictive cognitive maps with spiking neurons during behavior and replays
Learning predictive cognitive maps with spiking neurons during behavior and replays
Bono J, Zannone S, Pedrosa V, Clopath C
eLife, 2023, https://doi.org/10.7554/eLife.80671
Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs
Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs
Fuchsberger T, Clopath C, Jarzebowski P, Brzosko Z, Wang H, Paulsen O
eLife, 2022, https://doi.org/10.7554/eLife.81071
Contribution of behavioural variability to representational drift
Contribution of behavioural variability to representational drift
Sadeh S, Clopath C
eLife, 2022, https://doi.org/10.7554/eLife.77907
Small, correlated changes in synaptic connectivity may facilitate rapid motor learning
Small, correlated changes in synaptic connectivity may facilitate rapid motor learning
Feulner B, Perich MG, Chowdhury RH, Miller LE, Gallego JA, Clopath C
Nature Communications, 2022, doi.org/10.1038/s41467-022-32646-w
Dopamine and serotonin interplay for valence-based spatial learning
Dopamine and serotonin interplay for valence-based spatial learning
Wert Carvajal C, Reneaux M, Tchumatchenko T, Clopath C
Cell Reports, 2022, https://doi.org/10.1016/j.celrep.2022.110645
Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation
Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation
Lee S, Mannelli SS, Clopath C, Goldt S, Saxe AM
International Conference for Machine Learning, 2022, proceedings.mlr.press/v162/lee22g.html
Coordinated hippocampal-thalamic-cortical communication crucial for engram dynamics underneath systems consolidation
Coordinated hippocampal-thalamic-cortical communication crucial for engram dynamics underneath systems consolidation
Tomé DF, Sadeh S, Clopath C
Nature Communications, 2022, https://doi.org/10.1038/s41467-022-28339-z
Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits
Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits
Prince LY, et al.
Plos Comp. Biol., 2021, doi/10.1371/journal.pcbi.1009435
Excitatory-inhibitory balance modulates the formation and dynamics of neuronal assemblies in cortical networks
Excitatory-inhibitory balance modulates the formation and dynamics of neuronal assemblies in cortical networks
Sadeh S, Clopath C
Science Advances, 2021, doi/10.1126/sciadv.abg8411
Free recall scaling laws and short-term memory effects in a latching attractor network
Free recall scaling laws and short-term memory effects in a latching attractor network
Boboeva V, Pezzotta A, Clopath C
Proceedings of the National Academy of Sciences, 2021, doi/10.1073/pnas.2026092118
Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity
Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity
Gallinaro JV, Clopath C
Plos Comp. Biol., 2021, doi/10.1371/journal.pcbi.1009593
Network-centered homeostasis through inhibition maintains hippocampal spatial map and cortical circuit function
Network-centered homeostasis through inhibition maintains hippocampal spatial map and cortical circuit function
Kaleb K, Pedrosa V, Clopath C
Cell Reports, 2021, doi/10.1016/j.celrep.2021.109577
The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning
The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning
Ang GWY, Tang CS, Hay YA, Zannone S, Paulsen O, Clopath C
Plos Comp. Biol., 2021, doi/10.1371/journal.pcbi.1009017
Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons
Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons
Maes A, Barahona M, Clopath C
Plos Comp. Biol., 2021, doi/10.1371/journal.pcbi.1008866
Neural manifold under plasticity in a goal driven learning behaviour
Neural manifold under plasticity in a goal driven learning behaviour
Feulner B, Clopath C
Plos Comp. Biol., 2021, doi/10.1371/journal.pcbi.1008621
Theory of neuronal perturbome in cortical networks
Theory of neuronal perturbome in cortical networks
Sadeh S, Clopath C
Proceedings of the National Academy of Sciences, 2020, doi:10.1073/pnas.2004568117
The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields
The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields
Pedrosa V, Clopath C
Plos Comp. Biol., 2020, doi:10.1371/journal.pcbi.1007955
Population coupling predicts the plasticity of stimulus responses in cortical circuits
Population coupling predicts the plasticity of stimulus responses in cortical circuits
Sweeney Y, Clopath C
eLife, 2020, doi:10.7554/eLife.56053
Patterned perturbation of inhibition can reveal the dynamical structure of neural processing
Patterned perturbation of inhibition can reveal the dynamical structure of neural processing
Sadeh S, Clopath C
eLife, 2020, doi:10.7554/eLife.52757
Learning spatiotemporal sequences using a recurrent spiking network that discretizes time
Learning spatiotemporal signals using a recurrent spiking network that discretizes time
Maes A, Barahona M, Clopath C
Plos Comp. Biol., 2020, doi:10.1371/journal.pcbi.1007606
Audio-visual experience strengthens multisensory assemblies in adult mouse visual cortex
Audio-visual experience strengthens multisensory assemblies in adult mouse visual cortex
Knöpfel T, Sweeney Y, Radulescu C, Zabouri N, Doostdar N, Clopath C, Barnes S
Nature Communications, 2019, doi:10.1038/s41467-019-13607-2
Inhibitory microcircuits for top-down plasticity of sensory representations
Inhibitory microcircuits for top-down plasticity of sensory representations
Wilmes K, Clopath C
Nature Communications, 2019, doi:10.1038/s41467-019-12972-2
A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus
A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus
Nicola W, Clopath C
Nature Neuroscience, 2019, doi:10.1038/s41593-019-0415-2
Inhibitory neuron plasticity as a mechanism for ocular dominance plasticity
Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity
Bono J, Clopath C
Plos Comp. Biol., 2019, doi:10.1371/journal.pcbi.1006834
Plasticity in Auditory Cortex
ON-OFF receptive fields in auditory cortex diverge during development and contribute to directional sweep selectivity
Sollini J, Chapuis G, Clopath C*, Chadderton P*
Nature Communications, 2018, doi:10.1038/s41467-018-04548-3
Supervised learning in spiking neural networks with FORCE training
Supervised learning in spiking neural networks with FORCE training
Nicola W, Clopath C
Nature Communications, 2017, doi:10.1038/s41467-017-01827-3
Sequential neuromodulation of Hebbian plasticity in reward-based navigation
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
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.
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
Emergent spatial synaptic structure from diffusive plasticity
Sweeney Y, Clopath C
European Journal of Neuroscience, 2016
Network with electrical synapses and subthreshold resonance
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
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
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
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
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 Comp. Biol., 2008, 4, e1000248
Adaptive Exponential Integrate-and-Fire model
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