Professor Eleni Vasilaki
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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
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
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
Emulating short-term synaptic dynamics with memristive devices
R Berdan, E Vasilaki, A Khiat, G Indiveri, A Serb, T Prodromakis
Scientific reports 6 (1), 1-9, 2016
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), 1-15, 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
Perceptual learning via modification of cortical top-down signals
R Schäfer, E Vasilaki, W Senn
PLoS computational biology 3 (8), e165, 2007
Transient and steady-state selection in the striatal microcircuit
A Tomkins, E Vasilaki, C Beste, K Gurney, MD Humphries
Frontiers in Computational Neuroscience, 2015
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
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
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
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
Learning flexible sensori-motor mappings in a complex network
E Vasilaki, S Fusi, XJ Wang, W Senn
Biological cybernetics 100 (2), 147-158, 2009
Memristors—From 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
Emergence of connectivity patterns from long-term and short-term plasticities
E Vasilaki, M Giugliano
Artificial Neural Networks and Machine Learning–ICANN 2012, 193-200, 2012
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), 1-15, 2018
Bio-inspired visual navigation for a quadcopter using optic flow
CM Sabo, A Cope, K Gurney, E Vasilaki, J Marshall
AIAA Infotech@ Aerospace, 0404, 2016
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
Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations
P Richmond, L Buesing, M Giugliano, E Vasilaki
PLoS one 6 (5), e18539, 2011
Measuring symmetry, asymmetry and randomness in neural network connectivity
U Esposito, M Giugliano, M Van Rossum, E Vasilaki
PloS one 9 (7), e100805, 2014
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