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 |
0.748 |
|
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 |
0.329 |
|
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 |
0.309 |
|
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 |
0.362 |
|
2020 |
Manneschi L, Vasilaki E. An alternative to backpropagation through time Nature Machine Intelligence. 2: 155-156. DOI: 10.1038/s42256-020-0162-9 |
0.319 |
|
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 |
0.332 |
|
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 |
0.437 |
|
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 |
0.365 |
|
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 |
0.393 |
|
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 |
0.482 |
|
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 |
0.351 |
|
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 |
0.752 |
|
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 |
0.726 |
|
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 |
0.574 |
|
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 |
0.664 |
|
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 |
0.518 |
|
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 |
0.501 |
|
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 |
0.718 |
|
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 |
0.627 |
|
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 |
0.756 |
|
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 |
0.679 |
|
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 |
0.736 |
|
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 |
0.659 |
|
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 |
0.718 |
|
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 |
0.718 |
|
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 |
0.709 |
|
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 |
0.7 |
|
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 |
0.659 |
|
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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