Eleni Vasilaki

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 31

Top Venues

CoRR

PLoS Comput. Biol.

Living Machines

Neuromorph. Comput. Eng.

University of Sussex, UK (PHD)

Education History

University of Sussex, UK

PHD

Publications

Luca Manneschi, Ian T. Vidamour, Kilian D. Stenning, Jack C. Gartside, Charles Swindells, Guru Venkat, David Griffin, Susan Stepney, Will R. Branford, Thomas J. Hayward, Matt O. Ellis, Eleni Vasilaki
Optimising network interactions through device agnostic models. CoRR (2024)
Matthew O. A. Ellis, Alex Welbourne, Stephan J. Kyle, Paul W. Fry, Dan A. Allwood, Thomas J. Hayward, Eleni Vasilaki
Machine learning using magnetic stochastic synapses. CoRR (2023)
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Chao Han, Gwendolyn English, Hannes P. Saal, Giacomo Indiveri, Aditya Gilra, Wolfger von der Behrens, Eleni Vasilaki
Modelling novelty detection in the thalamocortical loop. PLoS Comput. Biol. 19 (5) (2023)
Matthew O. A. Ellis, Alex Welbourne, Stephan J. Kyle, Paul W. Fry, Dan A. Allwood, Thomas J. Hayward, Eleni Vasilaki
Machine learning using magnetic stochastic synapses. Neuromorph. Comput. Eng. 3 (2) (2023)
Adnan Mehonic, Charlotte Frenkel, Eleni Vasilaki
Editorial: Focus issue on energy-efficient neuromorphic devices, systems and algorithms. Neuromorph. Comput. Eng. 3 (4) (2023)
Anil Özdemir, Mark Scerri, Andrew B. Barron, Andrew Philippides, Michael Mangan, Eleni Vasilaki, Luca Manneschi
EchoVPR: Echo State Networks for Visual Place Recognition. IEEE Robotics Autom. Lett. 7 (2) (2022)
Luca Manneschi, Guido Gigante, Eleni Vasilaki, Paolo Del Giudice
Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy. PLoS Comput. Biol. 18 (8) (2022)
Dan A. Allwood, Matthew O. A. Ellis, David Griffin, Thomas J. Hayward, Luca Manneschi, Mohammad F. KH Musameh, Simon O'Keefe, Susan Stepney, Charles Swindells, Martin A. Trefzer, Eleni Vasilaki, Guru Venkat, Ian T. Vidamour, Chester Wringe
A perspective on physical reservoir computing with nanomagnetic devices. CoRR (2022)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. CoRR (2021)
Avgoustinos Vouros, Eleni Vasilaki
A semi-supervised sparse K-Means algorithm. Pattern Recognit. Lett. 142 (2021)
Ian T. Vidamour, Matthew O. A. Ellis, David Griffin, Guru Venkat, Charles Swindells, Richard W. S. Dawidek, Thomas J. Broomhall, Nina-Juliane Steinke, Joshaniel F. K. Cooper, Francisco Maccherozzi, Sarnjeet S. Dhesi, Susan Stepney, Eleni Vasilaki, Dan A. Allwood, Thomas J. Hayward
Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetization Dynamics. CoRR (2021)
Matthew T. Whelan, Tony J. Prescott, Eleni Vasilaki
A Robotic Model of Hippocampal Reverse Replay for Reinforcement Learning. CoRR (2021)
Anil Özdemir, Andrew B. Barron, Andrew Philippides, Michael Mangan, Eleni Vasilaki, Luca Manneschi
EchoVPR: Echo State Networks for Visual Place Recognition. CoRR (2021)
Avgoustinos Vouros, Stephen Langdell, Mike Croucher, Eleni Vasilaki
An empirical comparison between stochastic and deterministic centroid initialisation for K-means variations. Mach. Learn. 110 (8) (2021)
Avgoustinos Vouros, Eleni Vasilaki
A semi-supervised sparse K-Means algorithm. CoRR (2020)
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo Del Giudice, Eleni Vasilaki
Exploiting Multiple Timescales in Hierarchical Echo State Networks. Frontiers Appl. Math. Stat. 6 (2020)
Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Memristors - From In-Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio-Inspired Computing. Adv. Intell. Syst. 2 (11) (2020)
Matthew T. Whelan, Tony J. Prescott, Eleni Vasilaki
Fast Reverse Replays of Recent Spatiotemporal Trajectories in a Robotic Hippocampal Model. Living Machines (2020)
Luca Manneschi, Eleni Vasilaki
An alternative to backpropagation through time. Nat. Mach. Intell. 2 (3) (2020)
Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Memristors - from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing. CoRR (2020)
Avgoustinos Vouros, Stephen Langdell, Mike Croucher, Eleni Vasilaki
An empirical comparison between stochastic and deterministic centroid initialisation for K-Means variations. CoRR (2019)
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
Learning sparsity in reservoir computing through a novel bio-inspired algorithm. CoRR (2019)
Matthew T. Whelan, Eleni Vasilaki, Tony J. Prescott
Robots that Imagine - Can Hippocampal Replay Be Utilized for Robotic Mnemonics? Living Machines (2019)
Luca Manneschi, Andrew C. Lin, Eleni Vasilaki
SpaRCe: Sparse reservoir computing. CoRR (2019)
Alex J. Cope, Eleni Vasilaki, Dorian Minors, Chelsea Sabo, James A. R. Marshall, Andrew B. Barron
Abstract concept learning in a simple neural network inspired by the insect brain. PLoS Comput. Biol. 14 (9) (2018)
Avgoustinos Vouros, Tiago V. Gehring, Kinga Szydlowska, Artur Janusz, Mike Croucher, Katarzyna Lukasiuk, Witold Konopka, Carmen Sandi, Eleni Vasilaki
A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. CoRR (2017)
Chelsea Sabo, Esin Yavuz, Alex Cope, Kevin Gumey, Eleni Vasilaki, Thomas Nowotny, James A. R. Marshall
An inexpensive flying robot design for embodied robotics research. IJCNN (2017)
Eleni Vasilaki
Is Epicurus the father of Reinforcement Learning? CoRR (2017)
Alvin Pastore, Umberto Esposito, Eleni Vasilaki
Modelling Stock-market Investors as Reinforcement Learning Agents [Correction]. CoRR (2016)
Alex J. Cope, Chelsea Sabo, Kevin N. Gurney, Eleni Vasilaki, James A. R. Marshall
A Model for an Angular Velocity-Tuned Motion Detector Accounting for Deviations in the Corridor-Centering Response of the Bee. PLoS Comput. Biol. 12 (5) (2016)
Radu Berdan, Eleni Vasilaki, Ali Khiat, Giacomo Indiveri, Alexantrou Serb, Themistoklis Prodromakis
Emulating short-term synaptic dynamics with memristive devices. CoRR (2015)
Tiago V. Gehring, Eleni Vasilaki, Michele Giugliano
Highly scalable parallel processing of extracellular recordings of Multielectrode Arrays. EMBC (2015)
Umberto Esposito, Eleni Vasilaki
Detection of multiple and overlapping bidirectional communities within large, directed and weighted networks of neurons. CoRR (2015)
Alvin Pastore, Umberto Esposito, Eleni Vasilaki
Modelling stock-market investors as Reinforcement Learning agents. EAIS (2015)
Shari Lim Wei, Eleni Vasilaki, Ali Khiat, Iulia Salaoru, Radu Berdan, Themistoklis Prodromakis
Emulating long-term synaptic dynamics with memristive devices. CoRR (2015)
Umberto Esposito, Michele Giugliano, Eleni Vasilaki
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 Comput. Neurosci. 8 (2014)
Mufti Mahmud, Rocco Pulizzi, Eleni Vasilaki, Michele Giugliano
QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays. Frontiers Neuroinformatics 8 (2014)
Alexantrou Serb, Radu Berdan, Ali Khiat, S. L. W. Li, Eleni Vasilaki, Christos Papavassiliou, Themistoklis Prodromakis
Memristors as synapse emulators in the context of event-based computation. ISCAS (2014)
Radu Berdan, Themistoklis Prodromakis, Ali Khiat, Iulia Salaoru, Christofer Toumazou, F. Perez-Diaz, Eleni Vasilaki
Temporal processing with volatile memristors. ISCAS (2013)
Adam R. Tomkins, Eleni Vasilaki, Christian Beste, Kevin N. Gurney, Mark D. Humphries
Transient and steady-state selection in the striatal microcircuit. Frontiers Comput. Neurosci. 7 (2013)
Alex Cope, Chelsea Sabo, Esin Yavuz, Kevin N. Gurney, James A. R. Marshall, Thomas Nowotny, Eleni Vasilaki
The Green Brain Project - Developing a Neuromimetic Robotic Honeybee. Living Machines (2013)
Eleni Vasilaki, Michele Giugliano
Emergence of Connectivity Patterns from Long-Term and Short-Term Plasticities. ICANN (1) (2012)
Adam R. Tomkins, Mark D. Humphries, Christian Beste, Eleni Vasilaki, Kevin N. Gurney
How Degrading Networks Can Increase Cognitive Functions. ICANN (1) (2012)
Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn
Stimulus sampling as an exploration mechanism for fast reinforcement learning. Biol. Cybern. 100 (4) (2009)
Roland Schäfer, Eleni Vasilaki, Walter Senn
Adaptive Gain Modulation in V1 Explains Contextual Modifications during Bisection Learning. PLoS Comput. Biol. 5 (12) (2009)
Eleni Vasilaki, Stefano Fusi, Xiao-Jing Wang, Walter Senn
Learning flexible sensori-motor mappings in a complex network. Biol. Cybern. 100 (2) (2009)
Eleni Vasilaki, Nicolas Frémaux, Robert Urbanczik, Walter Senn, Wulfram Gerstner
Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail. PLoS Comput. Biol. 5 (12) (2009)
Claudia Clopath, Lorric Ziegler, Eleni Vasilaki, Lars Büsing, Wulfram Gerstner
Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression. PLoS Comput. Biol. 4 (12) (2008)
Roland Schäfer, Eleni Vasilaki, Walter Senn
Perceptual Learning via Modification of Cortical Top-Down Signals. PLoS Comput. Biol. 3 (8) (2007)
Eleni Vasilaki, Jianfeng Feng, Hilary Buxton
Temporal album. IEEE Trans. Neural Networks 14 (2) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eleni Vasilaki