| 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 | 719 | 2010 |
| MemristorsFrom in‐memory computing, deep learning acceleration, and spiking neural networks to the future of neuromorphic and bio‐inspired computing A Mehonic, A Sebastian, B Rajendran, O Simeone, E Vasilaki, AJ Kenyon Advanced Intelligent Systems 2 (11), 2000085, 2020 | 224 | 2020 |
| 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 | 167 | 2008 |
| Emulating short-term synaptic dynamics with memristive devices R Berdan, E Vasilaki, A Khiat, G Indiveri, A Serb, T Prodromakis Scientific reports 6 (1), 18639, 2016 | 157 | 2016 |
| Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail E Vasilaki, N Frémaux, R Urbanczik, W Senn, W Gerstner PLoS computational biology 5 (12), e1000586, 2009 | 148 | 2009 |
| Detailed classification of swimming paths in the Morris Water Maze: multiple strategies within one trial TV Gehring, G Luksys, C Sandi, E Vasilaki Scientific reports 5 (1), 14562, 2015 | 97 | 2015 |
| A computational model of the integration of landmarks and motion in the insect central complex AJ Cope, C Sabo, E Vasilaki, AB Barron, JAR Marshall PloS one 12 (2), e0172325, 2017 | 64 | 2017 |
| Decision-making and action selection in insects: inspiration from vertebrate-based theories AB Barron, KN Gurney, LFS Meah, E Vasilaki, JAR Marshall Frontiers in Behavioral Neuroscience 9, 216, 2015 | 51 | 2015 |
| QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays M Mahmud, R Pulizzi, E Vasilaki, M Giugliano Frontiers in neuroinformatics 8, 26, 2014 | 49 | 2014 |
| Transient and steady-state selection in the striatal microcircuit A Tomkins, E Vasilaki, C Beste, K Gurney, MD Humphries Frontiers in Computational Neuroscience, 2015 | 48 | 2015 |
| Neuromorphic computation with a single magnetic domain wall RV Ababei, MOA Ellis, IT Vidamour, DS Devadasan, DA Allwood, ... Scientific Reports 11 (1), 15587, 2021 | 46 | 2021 |
| Abstract concept learning in a simple neural network inspired by the insect brain AJ Cope, E Vasilaki, D Minors, C Sabo, JAR Marshall, AB Barron PLoS computational biology 14 (9), e1006435, 2018 | 46 | 2018 |
| Dynamically driven emergence in a nanomagnetic system RW Dawidek, TJ Hayward, IT Vidamour, TJ Broomhall, G Venkat, ... Advanced Functional Materials 31 (15), 2008389, 2021 | 44 | 2021 |
| A perspective on physical reservoir computing with nanomagnetic devices DA Allwood, MOA Ellis, D Griffin, TJ Hayward, L Manneschi, MF Musameh, ... Applied Physics Letters 122 (4), 2023 | 43 | 2023 |
| A generalised framework for detailed classification of swimming paths inside the Morris Water Maze A Vouros, TV Gehring, K Szydlowska, A Janusz, Z Tu, M Croucher, ... Scientific reports 8 (1), 15089, 2018 | 41 | 2018 |
| Perceptual learning via modification of cortical top-down signals R Schäfer, E Vasilaki, W Senn PLoS computational biology 3 (8), e165, 2007 | 40 | 2007 |
| Exploiting multiple timescales in hierarchical echo state networks L Manneschi, MOA Ellis, G Gigante, AC Lin, P Del Giudice, E Vasilaki Frontiers in Applied Mathematics and Statistics 6, 616658, 2021 | 35 | 2021 |
| Emergence of connectivity motifs in networks of model neurons with short-and long-term plastic synapses E Vasilaki, M Giugliano PloS one 9 (1), e84626, 2014 | 35 | 2014 |
| An empirical comparison between stochastic and deterministic centroid initialisation for K-means variations A Vouros, S Langdell, M Croucher, E Vasilaki Machine Learning 110, 1975-2003, 2021 | 31 | 2021 |
| A model for an angular velocity-tuned motion detector accounting for deviations in the corridor-centering response of the bee AJ Cope, C Sabo, K Gurney, E Vasilaki, JAR Marshall PLoS computational biology 12 (5), e1004887, 2016 | 31 | 2016 |
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