| 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 | 8083 | 2017 |
| A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019 | 928 | 2019 |
| 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 | 806 | 2011 |
| 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 | 717 | 2010 |
| 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 | 461 | 2013 |
| Firing patterns in the adaptive exponential integrate-and-fire model R Naud, N Marcille, C Clopath, W Gerstner Biological cybernetics 99, 335-347, 2008 | 402 | 2008 |
| 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 | 289* | 2017 |
| 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 | 284 | 2020 |
| Supervised learning in spiking neural networks with FORCE training W Nicola, C Clopath Nature communications 8 (1), 2208, 2017 | 233 | 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 | 230 | 2011 |
| 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 | 168 | 2008 |
| Voltage and spike timing interact in STDP–a unified model C Clopath, W Gerstner Frontiers in synaptic neuroscience 2, 25, 2010 | 163 | 2010 |
| 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 | 157 | 2020 |
| 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 | 153 | 2023 |
| 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 | 146 | 2017 |
| 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 | 143 | 2019 |
| 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 | 141 | 2017 |
| 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 | 137 | 2018 |
| Inhibitory stabilization and cortical computation S Sadeh, C Clopath Nature Reviews Neuroscience 22 (1), 21-37, 2021 | 126 | 2021 |
| 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 | 121 | 2017 |
Joel VenessGoogle DeepMindVerified email at google.com
