Claudia Clopath

Overview

Best Publications

• Overcoming catastrophic forgetting in neural networks

  James Kirkpatrick;Razvan Pascanu;Neil C. Rabinowitz;Joel Veness

  7020
  Citations

• A deep learning framework for neuroscience

  Blake A Richards;Timothy P Lillicrap;Philippe Beaudoin;Yoshua Bengio;Yoshua Bengio

  1032
  Citations

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

  Tim Vogels;Henning Sprekeler;Friedemann Zenke;Claudia Clopath;Claudia Clopath

  891
  Citations

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

  Claudia Clopath;Lars Holger Büsing;Lars Holger Büsing;Eleni Vasilaki;Eleni Vasilaki;Wulfram Gerstner

  726
  Citations

• The emergence of functional microcircuits in visual cortex

  Ho Ko;Lee Cossell;Chiara Baragli;Jan Antolik;Jan Antolik

  483
  Citations

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

  Richard Naud;Nicolas Marcille;Claudia Clopath;Wulfram Gerstner

  399
  Citations

• Catalyzing next-generation Artificial Intelligence through NeuroAI

  Unknown

  308
  Citations

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

  Julijana Gjorgjieva;Claudia Clopath;Juliette Audet;Jean Pascal Pfister

  239
  Citations

• Supervised learning in spiking neural networks with FORCE training

  Wilten Nicola;Claudia Clopath

  225
  Citations

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

  Matt Udakis;Victor Pedrosa;Sophie E. L. Chamberlain;Claudia Clopath

  199
  Citations

• Inhibitory stabilization and cortical computation.

  Sadra Sadeh;Claudia Clopath

  192
  Citations

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

  Claudia Clopath;Lorric Ziegler;Eleni Vasilaki;Lars Holger Büsing

  183
  Citations

• Variance and invariance of neuronal long-term representations

  Claudia Clopath;Tobias Bonhoeffer;Mark Hübener;Tobias Rose

  155
  Citations

• Voltage and Spike Timing Interact in STDP – A Unified Model

  Claudia Clopath;Claudia Clopath;Wulfram Gerstner

  148
  Citations

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

  N. Alex Cayco-Gajic;Claudia Clopath;R. Angus Silver

  148
  Citations

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

  Samuel J. Barnes;Samuel J. Barnes;Eleonora Franzoni;R. Irene Jacobsen;R. Irene Jacobsen;Ferenc Erdelyi

  130
  Citations

• Local circuit amplification of spatial selectivity in the hippocampus

  Tristan Geiller;Sadra Sadeh;Sebastian V. Rolotti;Heike Blockus

  129
  Citations

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

  Ana González-Rueda;Ana González-Rueda;Victor Pedrosa;Victor Pedrosa;Rachael C. Feord;Claudia Clopath

  124
  Citations

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

  Peter J. Hellyer;Barbara Jachs;Claudia Clopath;Robert Leech

  113
  Citations

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

  Jacopo Bono;Claudia Clopath

  104
  Citations

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

  Zuzanna Brzosko;Sara Zannone;Wolfram Schultz;Claudia Clopath

  91
  Citations