Eleni Vasilaki, PhD, MSc, BSc

Affiliations: 
2009- Computer Science University of Sheffield, Sheffield, England, United Kingdom 
Area:
Reinforcement Learning, Synaptic plasticity
Website:
http://www.dcs.shef.ac.uk/~eleni/
Google:
"Eleni Vasilaki"
Bio:

I am Associate Professor (Senior Lecturer) in Computer Science, Faculty of Engineering, University of Sheffield and Visiting Professor (Gastprofessor) at the Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp. I also serve as Academic Editor for the scientific journals PLOS ONE and PeerJ and I am one of the directors of the Organisation for Computational Neurosciences. Within the group of Machine Learning, I lead the Computational Neuroscience Laboratory.
Prior to my Academic appointment in Sheffield, I was Scientific Collaborator in the groups of Prof. Wulfram Gerstner at the Ecole Polytechnique Fédérale de Lausanne (EPFL) and Prof. Walter Senn at the University of Bern. I hold a PhD in Computer Science and Artificial Intelligence (University of Sussex), a Masters in Microelectronics (University of Athens) and a Bachelors degree (with distinction) in Informatics & Telecommunications (University of Athens).

Mean distance: 14.5 (cluster 17)
 
SNBCP
Cross-listing: MathTree

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Publications

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Vouros A, Gehring TV, Szydlowska K, et al. (2018) A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. Scientific Reports. 8: 15089
Cope AJ, Vasilaki E, Minors D, et al. (2018) Abstract concept learning in a simple neural network inspired by the insect brain. Plos Computational Biology. 14: e1006435
Cope AJ, Sabo C, Vasilaki E, et al. (2017) A computational model of the integration of landmarks and motion in the insect central complex. Plos One. 12: e0172325
Cope AJ, Sabo C, Gurney K, et al. (2016) A Model for an Angular Velocity-Tuned Motion Detector Accounting for Deviations in the Corridor-Centering Response of the Bee. Plos Computational Biology. 12: e1004887
Berdan R, Vasilaki E, Khiat A, et al. (2016) Emulating short-term synaptic dynamics with memristive devices. Scientific Reports. 6: 18639
Gehring TV, Vasilaki E, Giugliano M. (2015) 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
Gehring TV, Luksys G, Sandi C, et al. (2015) Detailed classification of swimming paths in the Morris Water Maze: multiple strategies within one trial. Scientific Reports. 5: 14562
Barron AB, Gurney KN, Meah LF, et al. (2015) Decision-making and action selection in insects: inspiration from vertebrate-based theories. Frontiers in Behavioral Neuroscience. 9: 216
Barron AB, Gurney KN, Meah LFS, et al. (2015) Decision-making and action selection in insects: Inspiration from vertebrate-based theories Frontiers in Behavioral Neuroscience. 9
Esposito U, Giugliano M, Vasilaki E. (2014) 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
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