Eleni Vasilaki, PhD, MSc, BSc
Affiliations: | 2009- | Computer Science | University of Sheffield, Sheffield, England, United Kingdom |
Area:
Reinforcement Learning, Synaptic plasticityWebsite:
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) | S | N | B | C | P |
Cross-listing: MathTree
Parents
Sign in to add mentor| Walter Senn | post-doc | 2004-2006 | University of Bern |
| Wulfram Gerstner | post-doc | 2007-2009 | Swiss Federal Institute of Technology |
Children
Sign in to add trainee| Roland Schaefer | grad student | Department of Physiology, University of Bern | |
| Adam Tomkins | grad student | University of Sheffield | |
| Umberto Esposito | grad student | 2015 | University of Sheffield |
Collaborators
Sign in to add collaborator| Michele Giugliano | collaborator | 2008- | University of Antwerp |
| Stefano Fusi | collaborator | 2005-2006 | University of Bern |
Publications
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| Han C, English G, Saal HP, et al. (2023) Modelling novelty detection in the thalamocortical loop. Plos Computational Biology. 19: e1009616 |
| Whelan MT, Jimenez-Rodriguez A, Prescott TJ, et al. (2022) A robotic model of hippocampal reverse replay for reinforcement learning. Bioinspiration & Biomimetics |
| Vanattou-Saïfoudine N, Han C, Krause R, et al. (2021) A robust model of Stimulus-Specific Adaptation validated on neuromorphic hardware. Scientific Reports. 11: 17904 |
| Manneschi L, Lin AC, Vasilaki E. (2021) SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. Ieee Transactions On Neural Networks and Learning Systems |
| Manneschi L, Vasilaki E. (2020) An alternative to backpropagation through time Nature Machine Intelligence. 2: 155-156 |
| Huzard D, Vouros A, Monari S, et al. (2019) Constitutive differences in glucocorticoid responsiveness are related to divergent spatial information processing abilities. Stress (Amsterdam, Netherlands). 1-13 |
| 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 |
| Berdan R, Vasilaki E, Khiat A, et al. (2016) Emulating short-term synaptic dynamics with memristive devices. Scientific Reports. 6: 18639 |