C. Clopath

发表

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

Henning Sprekeler, W. Gerstner, T. Vogels, 2011, Science.

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

W. Gerstner, C. Clopath, Lars Büsing, 2010, Nature Neuroscience.

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

W. Gerstner, C. Clopath, Lars Büsing, 2009 .

Overcoming catastrophic forgetting in neural networks

Razvan Pascanu, Raia Hadsell, Joel Veness, 2016, Proceedings of the National Academy of Sciences.

Continual Reinforcement Learning with Complex Synapses pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2018, ICML.

AI for social good: unlocking the opportunity for positive impact

Yee Whye Teh, Mohammad Emtiyaz Khan, Frank Hutter, 2020, Nature Communications.

Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression

Wulfram Gerstner, Claudia Clopath, Lars Buesing, 2008, PLoS Comput. Biol..

Synaptic consolidation: an approach to long-term learning

C. Clopath, 2011, Cognitive Neurodynamics.

Reply to Huszár: The elastic weight consolidation penalty is empirically valid

Andrei A. Rusu, Neil C. Rabinowitz, D. Hassabis, 2018, Proceedings of the National Academy of Sciences.

A triplet spike-timing–dependent plasticity model generalizes the Bienenstock–Cooper–Munro rule to higher-order spatiotemporal correlations

J. Pfister, C. Clopath, J. Gjorgjieva, 2011, Proceedings of the National Academy of Sciences.

Policy Consolidation for Continual Reinforcement Learning

C. Clopath, M. Shanahan, Christos Kaplanis, 2019, ICML.

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

W. Schultz, O. Paulsen, C. Clopath, 2017, eLife.

Unifying Long-Term Plasticity Rules for Excitatory Synapses by Modeling Dendrites of Cortical Pyramidal Neurons

C. Clopath, Christian Ebner, P. Jedlicka, 2019, Cell reports.

The Role of Neuromodulators in Cortical Plasticity. A Computational Perspective

C. Clopath, Victor Pedrosa, 2017, Front. Synaptic Neurosci..

Title: a Triplet Model of Spike-timing Dependent Plasticity Generalizes the Bcm Rule to Spatio- Temporal Inputs

J. Pfister, C. Clopath, J. Gjorgjieva, 2011 .

Synaptic plasticity across different time scales and its functional implications

C. Clopath, 2009 .

Emergent spatial synaptic structure from diffusive plasticity

C. Clopath, Yann Sweeney, 2017, The European journal of neuroscience.

The emergence of functional microcircuits in visual cortex

C. Clopath, S. Hofer, T. Mrsic-Flogel, 2013, Nature.

Patterned perturbation of inhibition can reveal the dynamical structure of neural processing

C. Clopath, S. Sadeh, 2020, eLife.

Activity-Dependent Downscaling of Subthreshold Synaptic Inputs during Slow-Wave-Sleep-like Activity In Vivo

O. Paulsen, C. Clopath, Victor Pedrosa, 2018, Neuron.

The dendritic spatial code: branch-specific place tuning and its experience-dependent decoupling

Jason J. Moore, C. Clopath, P. Poirazi, 2020, bioRxiv.

Modeled changes of cerebellar activity in mutant mice are predictive of their learning impairments

Claudia Clopath, Martijn Schonewille, Chris I. De Zeeuw, 2016, Scientific Reports.

Motor Learning? Saccade the Cerebellum: A Vectorial Error Signal for Complex Spike Activity in the Oculomotor Vermis of

A. Fuchs, C. Clopath, C. Evinger, 2015 .

A Cerebellar Learning Model of Vestibulo-Ocular Reflex Adaptation in Wild-Type and Mutant Mice

Nicolas Brunel, Claudia Clopath, Chris I. De Zeeuw, 2014, The Journal of Neuroscience.

Interneuron-specific plasticity at parvalbumin and somatostatin inhibitory synapses onto CA1 pyramidal neurons shapes hippocampal output

Claudia Clopath, Sophie E.L. Chamberlain, C. Clopath, 2019, Nature Communications.

Title: Dimensionality and flexibility of learning in biological recurrent neural networks Scientific Question: Does full-rank gradient descent accurately describe the dynamics of synaptic plasticity in biological recurrent neural networks? Core Collaborators: Senior:

Blake A. Richards, C. Clopath, Franz Scherr, 2022 .

Free recall scaling laws and short-term memory effects in a latching attractor network

C. Clopath, Alberto Pezzotta, Vezha Boboeva, 2020, Proceedings of the National Academy of Sciences.

The Psychometrics of Automatic Speech Recognition

Dan F. M. Goodman, C. Clopath, S. Rosen, 2021, bioRxiv.

Transient and layer-specific reduction in neocortical PV inhibition during sensory association learning

Alison L. Barth, C. Clopath, A. Barth, 2020, bioRxiv.

Population coupling predicts the plasticity of stimulus responses in cortical circuits

C. Clopath, Yann Sweeney, 2020, eLife.

Audio-visual experience strengthens multisensory assemblies in adult mouse visual cortex

C. Clopath, T. Knöpfel, Yann Sweeney, 2019, Nature Communications.

Diverse homeostatic responses to visual deprivation by uncovering recurrent subnetworks

C. Clopath, Yann Sweeney, Samuel J. Barnes, 2018, bioRxiv.

Population coupling predicts the plasticity of stimulus responses in cortical circuits

Claudia Clopath, Yann Sweeney, C. Clopath, 2018, bioRxiv.

Local inhibitory plasticity tunes global brain dynamics and allows the emergence of functional brain networks

Peter J Hellyer, C. Clopath, R. Leech, 2014, 1412.6325.

Stability by gating plasticity in recurrent neural networks

C. Clopath, K. Wilmes, 2020, bioRxiv.

Beyond spike-timing-dependent plasticity: a computational study of plasticity gradients across basal dendrites

C. Clopath, Jacopo Bono, 2016, bioRxiv.

Theory of neuronal perturbome in cortical networks

C. Clopath, S. Sadeh, 2020, Proceedings of the National Academy of Sciences.

Size-Dependent Axonal Bouton Dynamics following Visual Deprivation In Vivo

C. Clopath, Rosanna P Sammons, Samuel J. Barnes, 2018, Cell reports.

Variance and invariance of neuronal long-term representations

Claudia Clopath, Tobias Bonhoeffer, Mark Hübener, 2017, Philosophical Transactions of the Royal Society B: Biological Sciences.

The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields

C. Clopath, Victor Pedrosa, 2020, PLoS computational biology.

Balanced activation in a simple embodied neural simulation

Angie A. Kehagia, Peter J Hellyer, C. Clopath, 2016, 1606.03592.

Synaptic clustering or scattering? Insight from a model of synaptic plasticity in dendrites

C. Clopath, S. Schultz, R. Cazé, 2015 .

Gap junction plasticity can lead to spindle oscillations

C. Clopath, Wilten Nicola, G. Pernelle, 2017, 1710.03999.

Neuronal activity in sensory cortex predicts the specificity of learning in mice

Katherine C. Wood, C. Clopath, M. Geffen, 2020, Nature Communications.

Learning spatiotemporal signals using a recurrent spiking network that discretizes time

Mauricio Barahona, Claudia Clopath, Amadeus Maes, 2020, PLoS computational biology.

A unified voltage-based model for STDP, LTP and LTD

W. Gerstner, C. Clopath, Lars Büsing, 2008 .

Activity-Dependent Downscaling of Subthreshold Synaptic Inputs during Slow-Wave-Sleep-like Activity In Vivo

O. Paulsen, C. Clopath, Victor Pedrosa, 2018, Neuron.

Coordinated hippocampal-thalamic-cortical communication crucial for engram dynamics underneath systems consolidation

C. Clopath, S. Sadeh, Douglas Feitosa Tomé, 2020, bioRxiv.

Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation

Andrew M. Saxe, Stefano Sarao Mannelli, C. Clopath, 2022, ICML.

Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs

O. Paulsen, C. Clopath, Zuzanna Brzosko, 2022, bioRxiv.

Multi-synaptic boutons are a feature of CA1 hippocampal connections that may underlie network synchrony

C. Clopath, G. Neves, F. Levet, 2022, bioRxiv.

A tale of two transmitters: serotonin and histamine as in vivo biomarkers of chronic stress in mice

C. Clopath, Melissa Reneaux, L. Reagan, 2021, Journal of neuroinflammation.

Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation

Andrew M. Saxe, Stefano Sarao Mannelli, C. Clopath, 2022, ICML.

A rapid and efficient learning rule for biological neural circuits

D. Budden, J. Veness, Marcus Hutter, 2021, bioRxiv.

R AT I N AB OX : A TOOLKIT FOR MODELLING LOCOMOTION AND NEURONAL ACTIVITY IN COMPLEX CONTINUOUS ENVIRONMENTS

C. Barry, K. Stachenfeld, C. Clopath, 2022 .

When Does Re-initialization Work?

Y. Teh, Razvan Pascanu, C. Clopath, 2022, ArXiv.

Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs

O. Paulsen, C. Clopath, Zuzanna Brzosko, 2022, bioRxiv.

Disk-Drive-Like Operations in the Hippocampus

D. Dupret, C. Clopath, Wilten Nicola, 2022, bioRxiv.

Feedback-based motor control can guide plasticity and drive rapid learning

C. Clopath, L. Miller, J. A. Gallego, 2022, bioRxiv.

The contribution of subthreshold preference in inhibitory neurons to network response

C. Clopath, T. Tchumatchenko, 2015, BMC Neuroscience.

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Eero P. Simoncelli, Doris Y. Tsao, Adam H. Marblestone, 2022, ArXiv.

From recency to the central tendency bias in working memory: a unifying attractor network model

C. Clopath, A. Akrami, Vezha Boboeva, 2022, bioRxiv.

Action prediction error: a value-free dopaminergic teaching signal that drives stable learning

Theodore H. Moskovitz, C. Clopath, Yvonne Johansson, 2022, bioRxiv.

Synaptic weights that correlate with presynaptic selectivity increase decoding performance

C. Clopath, B. Scholl, J. Gallinaro, 2022, bioRxiv.

RatInABox: A toolkit for modelling locomotion and neuronal activity in continuous environments

Kimberly L. Stachenfeld, C. Barry, K. Stachenfeld, 2022, bioRxiv.

Intrinsic neural excitability induces time-dependent overlap of memory engrams

C. Clopath, Geoffroy Delamare, Douglas Feitosa Tomé, 2022, bioRxiv.

Extending the tempotron with hierarchical dendrites allows faster learning

C. Clopath, R. Cazé, S. Jarvis, 2015, BMC Neuroscience.

Cortical credit assignment by Hebbian, neuromodulatory and inhibitory plasticity.

Claudia Clopath, Johnatan Aljadeff, Robert C. Froemke, 2019, 1911.00307.

Learning spatiotemporal signals using a recurrent spiking network that discretizes time

Mauricio Barahona, Claudia Clopath, Amadeus Maes, 2019, bioRxiv.

Inhibitory microcircuits for top-down plasticity of sensory representations

Claudia Clopath, Katharina Anna Wilmes, C. Clopath, 2018, Nature Communications.

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

Claudia Clopath, Jacopo Bono, C. Clopath, 2017, Nature Communications.

Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity

Stefan Rotter, Claudia Clopath, Sadra Sadeh, 2015, PLoS Comput. Biol..

Long-Term Plasticity, Biophysical Models

Claudia Clopath, C. Clopath, 2014, Encyclopedia of Computational Neuroscience.

Frontiers in Synaptic Neuroscience Synaptic Neuroscience

Wulfram Gerstner, Claudia Clopath, W. Gerstner, 2022 .

Modelling plasticity in dendrites: from single cells to networks

Claudia Clopath, Jacopo Bono, Katharina A Wilmes, 2017, Current Opinion in Neurobiology.

Firing patterns in the adaptive exponential integrate-and-fire model

Wulfram Gerstner, Claudia Clopath, Richard Naud, 2008, Biological Cybernetics.

Excitatory-inhibitory balance modulates the formation and dynamics of neuronal assemblies in cortical networks

C. Clopath, S. Sadeh, 2021, bioRxiv.

Prediction-error neurons in circuits with multiple neuron types: Formation, refinement, and functional implications

C. Clopath, L. Hertäg, 2021, bioRxiv.

The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields

C. Clopath, Victor Pedrosa, 2018, bioRxiv.

25th Annual Computational Neuroscience Meeting: CNS-2016

Morten L. Kringelbach, Majid Nili Ahmadabadi, Anders M. Dale, 2016, BMC Neuroscience.

Gap junction plasticity as a mechanism to regulate network-wide oscillations

Wilten Nicola, Claudia Clopath, Guillaume Pernelle, 2017, PLoS Comput. Biol..

Inhibitory stabilization and cortical computation

C. Clopath, S. Sadeh, 2020, Nature Reviews Neuroscience.

Inhibitory stabilization and cortical computation

Claudia Clopath, Sadra Sadeh, C. Clopath, 2020, Nature Reviews Neuroscience.

Learning predictive cognitive maps with spiking neurons during behavior and replays

C. Clopath, Sara Zannone, Victor Pedrosa, 2021, bioRxiv.

Local circuit amplification of spatial selectivity in the hippocampus

A. Losonczy, C. Clopath, Andrew J. Murray, 2021, Nature.

Raeed H. Chowdhury, C. Clopath, L. Miller, 2021, Nature Communications.

A deep learning framework for neuroscience

Surya Ganguli, Yoshua Bengio, Claudia Clopath, 2019, Nature Neuroscience.

Dopamine and serotonin interplay for valence-based spatial learning

C. Clopath, T. Tchumatchenko, Melissa Reneaux, 2021, bioRxiv.

Drift of neural ensembles driven by slow fluctuations of intrinsic excitability

C. Clopath, D. Cai, Yosif Zaki, 2023, bioRxiv.

Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity

Claudia Clopath, Jacopo Bono, C. Clopath, 2018, bioRxiv.

Network-centered homeostasis through inhibition maintains hippocampal spatial map and cortical circuit function

Claudia Clopath, Klara Kaleb, Victor Pedrosa, 2020, bioRxiv.

Supervised learning in spiking neural networks with FORCE training

Wilten Nicola, Claudia Clopath, C. Clopath, 2016, Nature Communications.

Chaos in homeostatically regulated neural systems.

Wilten Nicola, Claudia Clopath, Sue Ann Campbell, 2018, Chaos.

Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks

Claudia Clopath, Robert Leech, Peter Hellyer, 2016, NeuroImage.

From recency to central tendency biases in working memory: a unifying network model

C. Clopath, A. Akrami, Vezha Boboeva, 2023, bioRxiv.

Contribution of behavioural variability to representational drift

C. Clopath, S. Sadeh, 2022, bioRxiv.

Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models

Nicolas Brunel, Claudia Clopath, Jean-Pierre Nadal, 2012, PLoS Comput. Biol..

Cerebellar learning using perturbations

Nicolas Brunel, Claudia Clopath, Boris Barbour, 2016, bioRxiv.

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Eero P. Simoncelli, Doris Y. Tsao, Adam H. Marblestone, 2022, ArXiv.

Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments

Wulfram Gerstner, Claudia Clopath, Hans-Rudolf Lüscher, 2007, Neurocomputing.

Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits

Claudia Clopath, Krasimira Tsaneva-Atanasova, Luke Y. Prince, 2021, PLoS Comput. Biol..

Continual Reinforcement Learning with Multi-Timescale Replay pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2020, ArXiv.

Policy Consolidation for Continual Reinforcement Learning pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2019, ICML.

Processing of Feature Selectivity in Cortical Networks with Specific Connectivity

Stefan Rotter, Claudia Clopath, Sadra Sadeh, 2015, PloS one.

On the distribution and function of synaptic clusters in dendrites

Claudia Clopath, Romain D. Cazé, Amanda J. Foust, 2017, bioRxiv.

Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks

Claudia Clopath, R Angus Silver, N Alex Cayco-Gajic, 2017, Nature Communications.

Acetylcholine reconfigures hippocampal circuits to enable rapid formation of overlapping memory ensembles

Claudia Clopath, Luke Y. Prince, Krasimira Tsaneva-Atanasova, 2017, bioRxiv.

Deprivation-Induced Homeostatic Spine Scaling In Vivo Is Localized to Dendritic Branches that Have Undergone Recent Spine Loss

Georg B. Keller, C. Clopath, T. Keck, 2017, Neuron.

Optimal Properties of Analog Perceptrons with Excitatory Weights

Nicolas Brunel, Claudia Clopath, C. Clopath, 2013, PLoS Comput. Biol..

Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective

Razvan Pascanu, Lucian Busoniu, Claudia Clopath, 2021, ICML.

Local circuit amplification of spatial selectivity in the hippocampus

A. Losonczy, C. Clopath, Andrew J. Murray, 2021, Nature.

Catalyzing next-generation Artificial Intelligence through NeuroAI

Eero P. Simoncelli, Konrad Paul Kording, Blake A. Richards, 2023, Nature Communications.

A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus

Wilten Nicola, Claudia Clopath, C. Clopath, 2019, Nature Neuroscience.

From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction

Federico E. Turkheimer, Claudia Clopath, Robert Leech, 2017, PLoS Comput. Biol..

The contribution of subthreshold preference in inhibitory neurons to network response

C. Clopath, T. Tchumatchenko, 2015, BMC Neuroscience.

Multi-synaptic boutons are a feature of CA1 hippocampal connections in the stratum oriens.

C. Clopath, G. Neves, F. Levet, 2023, Cell reports.

Attentional modulation is orthogonal to disinhibition by VIP interneurons in primary visual cortex

C. Clopath, K. Wilmes, Adil G. Khan, 2023, bioRxiv.

Neuronal activity in sensory cortex predicts the specificity of learning in mice

Katherine C. Wood, C. Clopath, M. Geffen, 2022, Nature communications.

Detection of axonal synapses in 3D two-photon images

Claudia Clopath, Cher Bass, Anil Anthony Bharath, 2017, PloS one.

Learning and Expression of Dopaminergic Reward Prediction Error via Plastic Representations of Time

C. Clopath, H. Shouval, I. Cone, 2022 .

Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece

Wolfgang Maass, Claudia Clopath, Rui Ponte Costa, 2021, Neurons, Behavior, Data analysis, and Theory.

CCN GAC Workshop: Issues with learning in biological recurrent neural networks pdf

Wolfgang Maass, Claudia Clopath, Rui Ponte Costa, 2021, ArXiv.

Deep Reinforcement Learning for Subpixel Neural Tracking

Claudia Clopath, Anil A. Bharath, Tianhong Dai, 2018, MIDL.

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

C. Clopath, Jacopo Bono, 2017, Nature Communications.

Receptive field formation by interacting excitatory and inhibitory synaptic plasticity

Claudia Clopath, Henning Sprekeler, Robert C. Froemke, 2016, bioRxiv.

Acetylcholine-modulated plasticity in reward-driven navigation: a computational study

Claudia Clopath, Sara Zannone, Zuzanna Brzosko, 2017, Scientific Reports.

Synaptic consolidation: an approach to long-term learning

C. Clopath, 2012, Cognitive Neurodynamics.

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity

C. Clopath, Toshitake Asabuki, 2023, bioRxiv.

Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons

Mauricio Barahona, Claudia Clopath, Amadeus Maes, 2020, bioRxiv.

Learning predictive signals within a local recurrent circuit

C. Clopath, Colleen J. Gillon, Toshitake Asabuki, 2023, bioRxiv.

Dynamic and selective engrams emerge with memory consolidation

Dheeraj S. Roy, C. Clopath, S. Sadeh, 2022, bioRxiv.

Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks

C. Clopath, R. Silver, N. A. Cayco-Gajic, 2017, bioRxiv.

The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning

Claudia Clopath, Sara Zannone, Ole Paulsen, 2021, PLoS Comput. Biol..

Overcoming catastrophic forgetting in neural networks

Andrei A. Rusu, Neil C. Rabinowitz, D. Hassabis, 2016, Proceedings of the National Academy of Sciences.

A study on the plasticity of neural networks pdf

Razvan Pascanu, Wojciech Czarnecki, Claudia Clopath, 2021, ArXiv.

Voltage-based inhibitory synaptic plasticity: network regulation, diversity, and flexibility

Claudia Clopath, C. Clopath, Victor Pedrosa, 2020, bioRxiv.

Neural manifold under plasticity in a goal driven learning behaviour

Claudia Clopath, Barbara Feulner, C. Clopath, 2020, bioRxiv.

Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity

C. Clopath, J. Gallinaro, 2021, bioRxiv.

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

W. Schultz, O. Paulsen, C. Clopath, 2017, eLife.

Image Synthesis with a Convolutional Capsule Generative Adversarial Network

Claudia Clopath, Anil A. Bharath, Tianhong Dai, 2018, MIDL.

The Dance of the Interneurons: How Inhibition Facilitates Fast Compressible and Reversible Learning in Hippocampus

Wilten Nicola, Claudia Clopath, C. Clopath, 2018, bioRxiv.

De novo motor learning creates structure in neural activity space that shapes adaptation

C. Clopath, L. Miller, J. A. Gallego, 2023, bioRxiv.

Learning and attention increase visual response selectivity through distinct mechanisms

M. Sahani, C. Clopath, S. Hofer, 2021, Neuron.

When Does Re-initialization Work?

Y. Teh, Razvan Pascanu, C. Clopath, 2022, ICBINB.

A triplet spike-timing–dependent plasticity model generalizes the Bienenstock–Cooper–Munro rule to higher-order spatiotemporal correlations

J. Pfister, C. Clopath, Juliette Audet, 2011, Proceedings of the National Academy of Sciences.

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

W. Gerstner, C. Clopath, Lars Büsing, 2010, Nature Neuroscience.

ON-OFF receptive fields in auditory cortex diverge during development and contribute to directional sweep selectivity

Gaëlle A. Chapuis, C. Clopath, P. Chadderton, 2018, Nature Communications.

Dendrites help mitigate the plasticity-stability dilemma

C. Clopath, K. Wilmes, 2023, Scientific reports.

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

Henning Sprekeler, W. Gerstner, T. Vogels, 2011, Science.

Learning with filopodia and spines

C. Clopath, Albert Albesa-González, 2023, bioRxiv.

RatInABox: A toolkit for modelling locomotion and neuronal activity in continuous environments

Kimberly L. Stachenfeld, C. Barry, C. Clopath, 2023, bioRxiv.

A generative model of the hippocampal formation trained with theta driven local learning rules

C. Barry, C. Clopath, T. Fukai, 2023, bioRxiv.

Knowing what you don’t know: Estimating the uncertainty of feedforward and feedback inputs with prediction-error circuits

C. Clopath, K. Wilmes, L. Hertäg, 2023, bioRxiv.

Theory of Neuronal Perturbome: Linking Connectivity to Coding via Perturbations

Claudia Clopath, Sadra Sadeh, C. Clopath, 2020, bioRxiv.

Dimensionality and flexibility of learning in biological recurrent neural networks

Claudia Clopath, Wolfgang Maass, Rui Ponte Costa, 2020 .

Learning predictive cognitive maps with spiking neurons during behavior and replays

C. Clopath, Sara Zannone, Victor Pedrosa, 2023, eLife.