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Eleni Vasilaki, PhD, MSc, BSc - Publications

Affiliations: 
2009- Computer Science University of Sheffield, Sheffield, England, United Kingdom 
Area:
Reinforcement Learning, Synaptic plasticity
Website:
http://www.dcs.shef.ac.uk/~eleni/
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35 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Han C, English G, Saal HP, Indiveri G, Gilra A, von der Behrens W, Vasilaki E. Modelling novelty detection in the thalamocortical loop. Plos Computational Biology. 19: e1009616. PMID 37186588 DOI: 10.1371/journal.pcbi.1009616  0.745
2022 Whelan MT, Jimenez-Rodriguez A, Prescott TJ, Vasilaki E. A robotic model of hippocampal reverse replay for reinforcement learning. Bioinspiration & Biomimetics. PMID 36327454 DOI: 10.1088/1748-3190/ac9ffc  0.328
2021 Vanattou-Saïfoudine N, Han C, Krause R, Vasilaki E, von der Behrens W, Indiveri G. A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware. Scientific Reports. 11: 17904. PMID 34504155 DOI: 10.1038/s41598-021-97217-3  0.31
2021 Manneschi L, Lin AC, Vasilaki E. SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 34398765 DOI: 10.1109/TNNLS.2021.3102378  0.361
2020 Manneschi L, Vasilaki E. An alternative to backpropagation through time Nature Machine Intelligence. 2: 155-156. DOI: 10.1038/s42256-020-0162-9  0.318
2019 Huzard D, Vouros A, Monari S, Astori S, Vasilaki E, Sandi C. Constitutive differences in glucocorticoid responsiveness are related to divergent spatial information processing abilities. Stress (Amsterdam, Netherlands). 1-13. PMID 31187686 DOI: 10.1080/10253890.2019.1625885  0.352
2018 Vouros A, Gehring TV, Szydlowska K, Janusz A, Tu Z, Croucher M, Lukasiuk K, Konopka W, Sandi C, Vasilaki E. A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. Scientific Reports. 8: 15089. PMID 30305680 DOI: 10.1038/S41598-018-33456-1  0.331
2018 Cope AJ, Vasilaki E, Minors D, Sabo C, Marshall JAR, Barron AB. Abstract concept learning in a simple neural network inspired by the insect brain. Plos Computational Biology. 14: e1006435. PMID 30222735 DOI: 10.1371/Journal.Pcbi.1006435  0.436
2017 Cope AJ, Sabo C, Vasilaki E, Barron AB, Marshall JA. A computational model of the integration of landmarks and motion in the insect central complex. Plos One. 12: e0172325. PMID 28241061 DOI: 10.1371/Journal.Pone.0172325  0.366
2016 Berdan R, Vasilaki E, Khiat A, Indiveri G, Serb A, Prodromakis T. Emulating short-term synaptic dynamics with memristive devices. Scientific Reports. 6: 18639. PMID 26725838 DOI: 10.1038/Srep18639  0.394
2015 Gehring TV, Vasilaki E, Giugliano M. Highly scalable parallel processing of extracellular recordings of Multielectrode Arrays. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 4178-81. PMID 26737215 DOI: 10.1109/EMBC.2015.7319315  0.483
2015 Cope A, Sabo C, Vasilaki E, Gurney K, Marshall JA. A neural model of the optomotor system accounts for ordered responses to decreasing stimulus spatial frequencies Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-P159  0.352
2015 Pastore A, Esposito U, Vasilaki E. Modelling stock-market investors as Reinforcement Learning agents 2015 Ieee International Conference On Evolving and Adaptive Intelligent Systems, Eais 2015. DOI: 10.1109/EAIS.2015.7368789  0.58
2014 Esposito U, Giugliano M, Vasilaki E. Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity. Frontiers in Computational Neuroscience. 8: 175. PMID 25688203 DOI: 10.3389/Fncom.2014.00175  0.753
2014 Esposito U, Giugliano M, van Rossum M, Vasilaki E. Measuring symmetry, asymmetry and randomness in neural network connectivity. Plos One. 9: e100805. PMID 25006663 DOI: 10.1371/Journal.Pone.0100805  0.727
2014 Mahmud M, Pulizzi R, Vasilaki E, Giugliano M. QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays. Frontiers in Neuroinformatics. 8: 26. PMID 24678297 DOI: 10.3389/fninf.2014.00026  0.575
2014 Vasilaki E, Giugliano M. Emergence of connectivity motifs in networks of model neurons with short- and long-term plastic synapses. Plos One. 9: e84626. PMID 24454735 DOI: 10.1371/journal.pone.0084626  0.665
2014 Mahmud M, Pulizzi R, Vasilaki E, Giugliano M. QSpikeTools: An open source toolbox for parallel batch processing of extracellular neuronal signals recorded by substrate microelectrode arrays 1st International Conference On Electrical Engineering and Information and Communication Technology, Iceeict 2014. DOI: 10.1109/ICEEICT.2014.6919177  0.517
2013 Tomkins A, Vasilaki E, Beste C, Gurney K, Humphries MD. Transient and steady-state selection in the striatal microcircuit. Frontiers in Computational Neuroscience. 7: 192. PMID 24478684 DOI: 10.3389/Fncom.2013.00192  0.519
2012 Beste C, Tomkins A, Vasilaki E, Saft C, Gurney K, Humphries M. J07 Increased cognitive functioning in manifest HD—empirical evidence and computational modelling Journal of Neurology, Neurosurgery & Psychiatry. 83: A37.3-A38. DOI: 10.1136/Jnnp-2012-303524.117  0.504
2012 Vasilaki E, Giugliano M. Emergence of connectivity patterns from long-term and short-term plasticities Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7552: 193-200. DOI: 10.1007/978-3-642-33269-2_25  0.502
2012 Tomkins A, Humphries M, Beste C, Vasilaki E, Gurney K. How degrading networks can increase cognitive functions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7552: 185-192. DOI: 10.1007/978-3-642-33269-2_24  0.393
2011 Richmond P, Buesing L, Giugliano M, Vasilaki E. Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations. Plos One. 6: e18539. PMID 21572529 DOI: 10.1371/journal.pone.0018539  0.641
2010 Clopath C, Büsing L, Vasilaki E, Gerstner W. Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nature Neuroscience. 13: 344-52. PMID 20098420 DOI: 10.1038/nn.2479  0.721
2009 Schäfer R, Vasilaki E, Senn W. Adaptive gain modulation in V1 explains contextual modifications during bisection learning. Plos Computational Biology. 5: e1000617. PMID 20019808 DOI: 10.1371/journal.pcbi.1000617  0.629
2009 Vasilaki E, Frémaux N, Urbanczik R, Senn W, Gerstner W. Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail. Plos Computational Biology. 5: e1000586. PMID 19997492 DOI: 10.1371/Journal.Pcbi.1000586  0.757
2009 Vladimirskiy BB, Vasilaki E, Urbanczik R, Senn W. Stimulus sampling as an exploration mechanism for fast reinforcement learning. Biological Cybernetics. 100: 319-30. PMID 19360435 DOI: 10.1007/S00422-009-0305-X  0.681
2009 Vasilaki E, Fusi S, Wang XJ, Senn W. Learning flexible sensori-motor mappings in a complex network. Biological Cybernetics. 100: 147-58. PMID 19153762 DOI: 10.1007/s00422-008-0288-z  0.738
2009 Vasilaki E, Frémaux N, Urbanczik R, Senn W, Gerstner W. Correction: Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail Plos Computational Biology. 5. DOI: 10.1371/annotation/307ea250-3792-4ceb-b905-162d86c96baf  0.66
2009 Clopath C, Ziegler L, Buesing L, Vasilaki E, Gerstner W. Modeling plasticity across different time scales: the TagTriC model Bmc Neuroscience. 10: P192. DOI: 10.1186/1471-2202-10-S1-P192  0.721
2009 Clopath C, Büsing L, Vasilaki E, Gerstner W. Connectivity reflects coding: A model of voltage-based spike-timing-dependent-plasticity with homeostasis Nature Precedings. DOI: 10.1038/Npre.2009.3362.1  0.721
2008 Clopath C, Ziegler L, Vasilaki E, Büsing L, Gerstner W. Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression. Plos Computational Biology. 4: e1000248. PMID 19112486 DOI: 10.1371/journal.pcbi.1000248  0.712
2008 Vasilaki E, Urbanczik R, Senn W, Gerstner W. Spike-based reinforcement learning of navigation Bmc Neuroscience. 9. DOI: 10.1186/1471-2202-9-S1-P72  0.701
2007 Schäfer R, Vasilaki E, Senn W. Perceptual learning via modification of cortical top-down signals. Plos Computational Biology. 3: e165. PMID 17715996 DOI: 10.1371/journal.pcbi.0030165  0.661
2003 Vasilaki E, Feng J, Buxton H. Temporal album. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 14: 439-43. PMID 18238026 DOI: 10.1109/Tnn.2003.809641  0.473
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