Claudia Clopath

发表

A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications pdf

Hamid Soleimani, Wilten Nicola, Claudia Clopath, 2018, ArXiv.

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

Claudia Clopath, Sara Zannone, Wolfram Schultz, 2017 .

Image Synthesis with a Convolutional Capsule Generative Adversarial Network

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

Long-Term Plasticity, Biophysical Models

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

Chaos in homeostatically regulated neural systems.

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

Extending the tempotron with hierarchical dendrites allows faster learning

Claudia Clopath, Sarah J Jarvis, Romain Caze, 2015, BMC Neuroscience.

Policy Consolidation for Continual Reinforcement Learning pdf

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

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.

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

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

25th Annual Computational Neuroscience Meeting: CNS-2016

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

Supervised learning in spiking neural networks with FORCE training

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

Neural manifold under plasticity in a goal driven learning behaviour

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

Detection of axonal synapses in 3D two-photon images

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

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.

A deep learning framework for neuroscience

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

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

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

Theory of Neuronal Perturbome: Linking Connectivity to Coding via Perturbations

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

Frontiers in Synaptic Neuroscience Synaptic Neuroscience

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

AI for the Social Good (Dagstuhl Seminar 19082)

Mohammad Emtiyaz Khan, Tom Schaul, Claudia Clopath, 2019, Dagstuhl Reports.

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

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

Learning spatiotemporal signals using a recurrent spiking network that discretizes time

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

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

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

Cerebellar learning using perturbations

Nicolas Brunel, Claudia Clopath, Boris Barbour, 2016 .

Optimal Properties of Analog Perceptrons with Excitatory Weights

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

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

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

Predicting neuronal activity with an adaptive exponential integrate-and-fire model

Wulfram Gerstner, Claudia Clopath, Felix Schuermann, 2007, BMC Neuroscience.

A Unifying Framework for Neuro-Inspired, Data-Driven Detection of Low-Level Auditory Features

Claudia Clopath, Dan F. M. Goodman, Lotte Weerts, 2019 .

Inhibitory stabilization and cortical computation

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

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

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

Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity

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

Modelling plasticity in dendrites: from single cells to networks

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

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..

Processing of Feature Selectivity in Cortical Networks with Specific Connectivity

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

Learning spatiotemporal signals using a recurrent spiking network that discretizes time

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

An online Hebbian learning rule that performs independent component analysis

Wulfram Gerstner, Claudia Clopath, André Longtin, 2008, BMC Neuroscience.

Dimensionality and flexibility of learning in biological recurrent neural networks

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

Inhibitory microcircuits for top-down plasticity of sensory representations

Claudia Clopath, Katharina Anna Wilmes, 2019, Nature Communications.

Continual Reinforcement Learning with Complex Synapses pdf

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

Overcoming catastrophic forgetting in neural networks

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

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

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

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

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

Continual Reinforcement Learning with Multi-Timescale Replay pdf

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

Cerebellar learning using perturbations

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

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

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

Deep Reinforcement Learning for Subpixel Neural Tracking

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

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

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

Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models

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

Author response: Cerebellar learning using perturbations

Nicolas Brunel, Claudia Clopath, Boris Barbour, 2018 .

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

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

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 .

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

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

Does the Zebra Finch Mating Song Circuit Use Spike Times Efficiently?

Wilten Nicola, Claudia Clopath, Thomas Robert Newton, 2021 .

A rapid and efficient learning rule for biological neural circuits

Peter E. Latham, Joel Veness, Marcus Hutter, 2021 .

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

Claudia Clopath, Júlia V. Gallinaro, 2021, PLoS Comput. Biol..

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.

The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning

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

Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective

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

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..

A study on the plasticity of neural networks pdf

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

Neural manifold under plasticity in a goal driven learning behaviour.

Claudia Clopath, Barbara Feulner, 2021, PLoS computational biology.

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

Claudia Clopath, Matt Udakis, Victor Pedrosa, 2020, 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.

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

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

Cortical credit assignment by Hebbian, neuromodulatory and inhibitory plasticity.

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

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.

Inhibitory microcircuits for top-down plasticity of sensory representations

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

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

Claudia Clopath, Tatjana Tchumatchenko, 2014, Nature communications.

Population coupling predicts the plasticity of stimulus responses in cortical circuits

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

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.

Receptive field formation by interacting excitatory and inhibitory synaptic plasticity

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

Variance and invariance of neuronal long-term representations

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

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.