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Prof. Claudia Clopath
Prof. Claudia Clopath
Bioengineering, Imperial College London
Verifierad e-postadress på imperial.ac.uk - Startsida
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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
88482017
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
10092019
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
8402011
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
7312010
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
4832013
Firing patterns in the adaptive exponential integrate-and-fire model
R Naud, N Marcille, C Clopath, W Gerstner
Biological cybernetics 99, 335-347, 2008
4082008
AI for social good: unlocking the opportunity for positive impact
N Tomašev, J Cornebise, F Hutter, S Mohamed, A Picciariello, B Connelly, ...
Nature Communications 11 (1), 2468, 2020
3122020
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
303*2017
Supervised learning in spiking neural networks with FORCE training
W Nicola, C Clopath
Nature communications 8 (1), 2208, 2017
2452017
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
2402011
Catalyzing next-generation artificial intelligence through neuroai
A Zador, S Escola, B Richards, B Ölveczky, Y Bengio, K Boahen, ...
Nature communications 14 (1), 1597, 2023
2002023
Archy de Berker, Surya Ganguli, et al. A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
1742019
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
1742008
Interneuron-specific plasticity at parvalbumin and somatostatin inhibitory synapses onto CA1 pyramidal neurons shapes hippocampal output
M Udakis, V Pedrosa, SEL Chamberlain, C Clopath, JR Mellor
Nature communications 11 (1), 4395, 2020
1722020
Voltage and spike timing interact in STDP–a unified model
C Clopath, W Gerstner
Frontiers in synaptic neuroscience 2, 25, 2010
1662010
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
1502017
Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks
NA Cayco-Gajic, C Clopath, RA Silver
Nature communications 8 (1), 1116, 2017
1482017
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
1412018
Inhibitory stabilization and cortical computation
S Sadeh, C Clopath
Nature Reviews Neuroscience 22 (1), 21-37, 2021
1362021
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
1232017
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Artiklar 1–20