Prof. Claudia Clopath
Prof. Claudia Clopath
Bioengineering, Imperial College London
Bestätigte E-Mail-Adresse bei imperial.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017
23962017
Connectivity reflects coding: a model of voltage-based STDP with homeostasis
C Clopath, L Büsing, E Vasilaki, W Gerstner
Nature neuroscience 13 (3), 344-352, 2010
5682010
Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks
TP Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner
Science 334 (6062), 1569-1573, 2011
5422011
The emergence of functional microcircuits in visual cortex
H Ko, L Cossell, C Baragli, J Antolik, C Clopath, SB Hofer, ...
Nature 496 (7443), 96-100, 2013
3512013
Firing patterns in the adaptive exponential integrate-and-fire model
R Naud, N Marcille, C Clopath, W Gerstner
Biological cybernetics 99 (4), 335-347, 2008
2902008
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
2622019
Whole-genome sequencing coupled to imputation discovers genetic signals for anthropometric traits
I Tachmazidou, D Süveges, JL Min, GRS Ritchie, J Steinberg, K Walter, ...
The American Journal of Human Genetics 100 (6), 865-884, 2017
149*2017
A triplet spike-timing–dependent plasticity model generalizes the Bienenstock–Cooper–Munro rule to higher-order spatiotemporal correlations
J Gjorgjieva, C Clopath, J Audet, JP Pfister
Proceedings of the National Academy of Sciences 108 (48), 19383-19388, 2011
1472011
Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression
C Clopath, L Ziegler, E Vasilaki, L Büsing, W Gerstner
PLoS computational biology 4 (12), e1000248, 2008
1332008
Voltage and spike timing interact in STDP–a unified model
C Clopath, W Gerstner
Frontiers in synaptic neuroscience 2, 25, 2010
1222010
Supervised learning in spiking neural networks with FORCE training
W Nicola, C Clopath
Nature communications 8 (1), 1-15, 2017
1062017
Predicting neuronal activity with simple models of the threshold type: Adaptive exponential integrate-and-fire model with two compartments
C Clopath, R Jolivet, A Rauch, HR Lüscher, W Gerstner
Neurocomputing 70 (10-12), 1668-1673, 2007
752007
Variance and invariance of neuronal long-term representations
C Clopath, T Bonhoeffer, M Hübener, T Rose
Philosophical Transactions of the Royal Society B: Biological Sciences 372 …, 2017
712017
Activity-dependent downscaling of subthreshold synaptic inputs during slow-wave-sleep-like activity in vivo
A González-Rueda, V Pedrosa, RC Feord, C Clopath, O Paulsen
Neuron 97 (6), 1244-1252. e5, 2018
682018
Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks
NA Cayco-Gajic, C Clopath, RA Silver
Nature communications 8 (1), 1-11, 2017
662017
Deprivation-Induced Homeostatic Spine Scaling In Vivo Is Localized to Dendritic Branches that Have Undergone Recent Spine Loss
SJ Barnes, E Franzoni, RI Jacobsen, F Erdelyi, G Szabo, C Clopath, ...
Neuron 96 (4), 871-882. e5, 2017
652017
Synaptic consolidation: an approach to long-term learning
C Clopath
Cognitive neurodynamics 6 (3), 251-257, 2012
632012
Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks
PJ Hellyer, B Jachs, C Clopath, R Leech
NeuroImage 124, 85-95, 2016
552016
Modeling somatic and dendritic spike mediated plasticity at the single neuron and network level
J Bono, C Clopath
Nature communications 8 (1), 1-17, 2017
512017
Continual Reinforcement Learning with Complex Synapses
C Kaplanis, M Shanahan, C Clopath
ICML, 2018
472018
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