Items where authors include "Vasilaki, E."

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Number of items: 58.

Article

Ulrich, A. orcid.org/0000-0003-3280-9974, Wu, Y., Draisma, H. orcid.org/0000-0001-6279-0368 et al. (23 more authors) (2024) Blood DNA methylation profiling identifies cathepsin Z dysregulation in pulmonary arterial hypertension. Nature Communications, 15 (1). 330. ISSN 2041-1723

Mehonic, A. orcid.org/0000-0002-2476-5038, Frenkel, C. and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2023) Editorial: Focus issue on energy-efficient neuromorphic devices, systems and algorithms. Neuromorphic Computing and Engineering, 3 (4). 040201. ISSN 2634-4386

Vidamour, I.T. orcid.org/0000-0002-6909-2711, Swindells, C., Venkat, G. et al. (10 more authors) (2023) Reconfigurable reservoir computing in a magnetic metamaterial. Communications Physics, 6 (1). 230. ISSN 2399-3650

Ellis, M.O.A. orcid.org/0000-0003-0338-8920, Welbourne, A., Kyle, S.J. et al. (4 more authors) (2023) Machine learning using magnetic stochastic synapses. Neuromorphic Computing and Engineering, 3 (2). 021001. ISSN 2634-4386

Han, C. orcid.org/0000-0002-3858-6671, English, G. orcid.org/0000-0002-3417-3511, Saal, H.P. orcid.org/0000-0002-7544-0196 et al. (4 more authors) (2023) Modelling novelty detection in the thalamocortical loop. PLOS Computational Biology, 19 (5). e1009616. ISSN 1553-7358

Allwood, D.A., Ellis, M.O.A. orcid.org/0000-0003-0338-8920, Griffin, D. orcid.org/0000-0002-4077-0005 et al. (11 more authors) (2023) A perspective on physical reservoir computing with nanomagnetic devices. Applied Physics Letters, 122 (4). 040501. ISSN 0003-6951

Whelan, M.T., Jimenez-Rodriguez, A., Prescott, T.J. orcid.org/0000-0003-4927-5390 et al. (1 more author) (2023) A robotic model of hippocampal reverse replay for reinforcement learning. Bioinspiration & Biomimetics, 18 (1). 015007. ISSN 1748-3182

Vidamour, I. orcid.org/0000-0002-6909-2711, Ellis, M.O.A. orcid.org/0000-0003-0338-8920, Griffin, D. et al. (12 more authors) (2022) Quantifying the computational capability of a nanomagnetic reservoir computing platform with emergent magnetisation dynamics. Nanotechnology, 33 (48). 485203. ISSN 0957-4484

Manneschi, L., Gigante, G., Vasilaki, E. orcid.org/0000-0003-3705-7070 et al. (1 more author) (2022) Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy. PLoS Computational Biology, 18 (8). e1009393. ISSN 1553-734X

Vouros, A., Gehring, T.V., Jura, B. et al. (3 more authors) (2022) Strategies discovery in the active allothetic place avoidance task. Scientific Reports, 12. 12675. ISSN 2045-2322

Gaurav, A., Song, X., Manhas, S. et al. (4 more authors) (2022) Reservoir computing for temporal data classification using a dynamic solid electrolyte ZnO thin film transistor. Frontiers in Electronics, 3. 869013.

Ozdemir, A. orcid.org/0000-0003-0014-4699, Scerri, M. orcid.org/0000-0001-5740-037X, Barron, A.B. orcid.org/0000-0002-8135-6628 et al. (4 more authors) (2022) EchoVPR: Echo state networks for visual place recognition. IEEE Robotics and Automation Letters, 7 (2). pp. 4520-4527. ISSN 2377-3766

Abdelrahman, N.Y., Vasilaki, E. and Lin, A.C. orcid.org/0000-0001-6310-9765 (2021) Compensatory variability in network parameters enhances memory performance in the Drosophila mushroom body. Proceedings of the National Academy of Sciences, 118 (49). e2102158118. ISSN 0027-8424

Ozdemir, A. orcid.org/0000-0003-0014-4699, Barron, A.B., Philippides, A. et al. (3 more authors) (2021) EchoVPR : echo state networks for visual place recognition. arXiv. (Submitted)

Vanattou-Saïfoudine, N., Han, C., Krause, R. et al. (3 more authors) (2021) A robust model of stimulus-specific adaptation validated on neuromorphic hardware. Scientific Reports, 11 (1). 17904.

Ababei, R.V., Ellis, M.O.A., Vidamour, I.T. et al. (4 more authors) (2021) Neuromorphic computation with a single magnetic domain wall. Scientific Reports, 11 (1). 15587.

Vouros, A. orcid.org/0000-0002-3383-6133, Langdell, S., Croucher, M. et al. (1 more author) (2021) An empirical comparison between stochastic and deterministic centroid initialisation for K-Means variations. Machine Learning, 110 (8). pp. 1975-2003. ISSN 0885-6125

Welbourne, A., Levy, A.L.R., Ellis, M.O.A. orcid.org/0000-0003-0338-8920 et al. (5 more authors) (2021) Voltage-controlled superparamagnetic ensembles for low-power reservoir computing. Applied Physics Letters, 118 (20). 202402. ISSN 0003-6951

Nizinska, K., Szydlowska, K., Vouros, A. et al. (4 more authors) (2021) Behavioral characteristics as potential biomarkers of the development and phenotype of epilepsy in a rat model of temporal lobe epilepsy. Scientific Reports, 11. 8665. ISSN 2045-2322

Dawidek, R.W., Hayward, T.J., Vidamour, I.T. et al. (16 more authors) (2021) Dynamically‐driven emergence in a nanomagnetic system. Advanced Functional Materials, 31 (15). 2008389. ISSN 1616-301X

MaBouDi, H. orcid.org/0000-0002-7612-6465, Barron, A.B., Li, S. et al. (8 more authors) (2021) Non-numerical strategies used by bees to solve numerical cognition tasks. Proceedings of the Royal Society B: Biological Sciences, 288 (1945). 20202711. ISSN 0962-8452

Whelan, M.T., Prescott, T.J. and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2021) A robotic model of hippocampal reverse replay for reinforcement learning. arXiv. (Submitted)

Manneschi, L., Ellis, M.O.A., Gigante, G. et al. (3 more authors) (2021) Exploiting multiple timescales in hierarchical echo state networks. Frontiers in Applied Mathematics and Statistics, 6. 616658. ISSN 2297-4687

Abdelrahman, N.Y. orcid.org/0000-0003-3198-3225, Vasilaki, E. orcid.org/0000-0003-3705-7070 and Lin, A.C. orcid.org/0000-0001-6310-9765 (2021) Compensatory variability in network parameters enhances memory performance in the Drosophila mushroom body. bioRxiv. (Submitted)

Vouros, A. orcid.org/0000-0002-3383-6133 and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2021) A semi-supervised sparse K-Means algorithm. Pattern Recognition Letters, 142. pp. 65-71. ISSN 0167-8655

Manneschi, L. and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2020) An alternative to backpropagation through time. Nature Machine Intelligence, 2 (3). pp. 155-156.

Huzard, D., Vouros, A. orcid.org/0000-0002-3383-6133, Monari, S. et al. (3 more authors) (2020) Constitutive differences in glucocorticoid responsiveness are related to divergent spatial information processing abilities. Stress, 23 (1). pp. 37-49. ISSN 1025-3890

Manneschi, L., Lin, A.C. and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2019) SpaRCe : sparse reservoir computing. arXiv. (Submitted)

Chhabria, K., Vouros, A., Gray, C. et al. (7 more authors) (2019) Sodium nitroprusside prevents the detrimental effects of glucose on the neurovascular unit and behaviour in zebrafish. Disease Models and Mechanisms, 12 (9). ISSN 1754-8403

Manneschi, L., Lin, A.C. orcid.org/0000-0001-6310-9765 and Vasilaki, E. (2019) Learning sparsity in reservoir computing through a novel bio-inspired algorithm. arXiv. (Submitted)

Vouros, A. orcid.org/0000-0002-3383-6133, Gehring, T.V., Szydlowska, K. et al. (7 more authors) (2018) A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. Scientific Reports, 8. 15089.

Cope, A.J. orcid.org/0000-0001-6042-1542, Vasilaki, E. orcid.org/0000-0003-3705-7070, Minors, D. orcid.org/0000-0002-0527-3433 et al. (3 more authors) (2018) Abstract concept learning in a simple neural network inspired by the insect brain. PLoS Computational Biology, 14 (9). e1006435. ISSN 1553-7358

Cope, A.J. orcid.org/0000-0001-6042-1542, Sabo, C. orcid.org/0000-0002-3946-4609, Vasilaki, E. et al. (2 more authors) (2017) A computational model of the integration of landmarks and motion in the insect central complex. PLoS One, 12 (2). e0172325.

Cope, A.J. orcid.org/0000-0001-6042-1542, Sabo, C. orcid.org/0000-0002-3946-4609, Gurney, K. et al. (2 more authors) (2016) 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). e1004887. ISSN 1553-734X

Berdan, R., Vasilaki, E., Khiat, A. et al. (3 more authors) (2016) Emulating short-term synaptic dynamics with memristive devices. Scientific Reports, 6. 18639. ISSN 2045-2322

Esposito, U. and Vasilaki, E. (2015) Detection of multiple and overlapping bidirectional communities within large, directed and weighted networks of neurons. (Unpublished)

Gehring, T., Luksys, G., Sandi, C. et al. (1 more author) (2015) Detailed classification of swimming paths in the Morris Water Maze: multiple strategies within one trial. Scientific Reports, 5. 14562 . ISSN 2045-2322

Barron, A.B., Gurney, K.N., Meah, L.F.S. et al. (2 more authors) (2015) Decision-making and action selection in insects: inspiration from vertebrate-based theories. Frontiers in Behavioral Neuroscience, 9. 216. ISSN 1662-5153

Esposito, U., Giugliano, M. and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2015) 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 Neurscience, 8. 175. ISSN 1662-5188

Esposito, U., Giugliano, M., van Rossum, M. et al. (1 more author) (2014) Measuring symmetry, asymmetry and randomness in neural network connectivity. PLOS ONE, 9 (7). e100805. ISSN 1932-6203

Mahmud, M., Pulizzi, R., Vasilaki, E. orcid.org/0000-0003-3705-7070 et al. (1 more author) (2014) QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays. Frontiers in Neuroinformatics, 8. 26. ISSN 1662-5196

Tomkins, A., Vasilaki, E. orcid.org/0000-0003-3705-7070, Beste, C. et al. (2 more authors) (2014) Transient and steady-state selection in the striatal microcircuit. Frontiers in Computational Neuroscience, 7. 192. ISSN 1662-5188

Vasilaki, E. and Giugliano, M. (2014) Emergence of Connectivity Motifs in Networks of Model Neurons with Short- and Long-term Plastic Synapses. PLoS ONE, 9 (1). e84626.

Richmond, P., Buesing, L., Giugliano, M. et al. (1 more author) (2011) Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations. PLoS One, 6 (5). e18539. ISSN 1932-6203

Schäfer, R., Vasilaki, E. orcid.org/0000-0003-3705-7070 and Senn, W. (2009) Adaptive gain modulation in V1 explains contextual modifications during bisection learning. PLoS Computational Biology, 5 (12). e1000617. ISSN 1553-734X

Vasilaki, E. orcid.org/0000-0003-3705-7070, Frémaux, N., Urbanczik, R. et al. (2 more authors) (2009) Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail. PLoS Computational Biology, 5 (12). e1000586. ISSN 1553-734X

Clopath, C., Ziegler, L., Vasilaki, E. orcid.org/0000-0003-3705-7070 et al. (2 more authors) (2008) Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression. PLoS Computational Biology, 4 (12). e1000248. ISSN 1553-734X

Schafer, R., Vasilaki, E. orcid.org/0000-0003-3705-7070 and Senn, W. (2007) Perceptual Learning via Modification of Cortical Top-Down Signals. PLoS Computational Biology, 3 (8). e165. ISSN 1553-734X

Wei, S.L., Vasilaki, E. orcid.org/0000-0003-3705-7070, Khiat, A. et al. (3 more authors) Emulating long-term synaptic dynamics with memristive devices. (Unpublished)

Proceedings Paper

De Souza, M.M. orcid.org/0000-0002-7804-7154, Song, X., Gaurav, A. et al. (6 more authors) (2023) A delay system reservoir based on a nano-ionic Solid Electrolyte FET*. In: 2023 IEEE Nanotechnology Materials and Devices Conference (NMDC). 2023 IEEE Nanotechnology Materials and Devices Conference (NMDC), 22-25 Oct 2023, Paestum, Italy. Institute of Electrical and Electronics Engineers (IEEE) , pp. 139-140. ISBN 9798350335460

Song, X., Gaurav, A., Pillai, P.B. et al. (5 more authors) (2023) Reservoir computing based on a solid electrolyte ZnO TFT: an attractive platform for flexible edge computing. In: 2023 IEEE International Flexible Electronics Technology Conference (IFETC). 5th IEEE International Flexible Electronics Technology Conference (IFETC) 2023, 13-16 Aug 2023, San Jose, USA. Institute of Electrical and Electronics Engineers , pp. 1-3. ISBN 979-8-3503-3209-4

Whelan, M.T., Prescott, T.J. orcid.org/0000-0003-4927-5390 and Vasilaki, E. orcid.org/0000-0003-3705-7070 (2020) Fast reverse replays of recent spatiotemporal trajectories in a robotic hippocampal model. In: Vouloutsi, V., Mura, A., Tauber, F., Speck, T., Prescott, T.J. and Verschure, P.F.M.J., (eds.) Biomimetic and Biohybrid Systems : 9th International Conference, Living Machines 2020, Freiburg, Germany, July 28–30, 2020, Proceedings. Living Machines 2020, 28-30 Jul 2020, Freiburg, Germany. Lecture Notes in Computer Science (12413). Springer, Cham , pp. 390-401. ISBN 9783030643126

Whelan, M.T., Vasilaki, E. orcid.org/0000-0003-3705-7070 and Prescott, T.J. orcid.org/0000-0003-4927-5390 (2019) Robots that imagine – can hippocampal replay be utilized for robotic mnemonics? In: Martinez-Hernandez, U., Vouloutsi, V., Mura, A., Mangan, M., Asada, M., Prescott, T.J. and Verschure, P.F.M.J., (eds.) Biomimetic and Biohybrid Systems. 8th International Conference, Living Machines, 09-12 Jul 2019, Nara, Japan. Lecture Notes in Computer Science . Springer International Publishing , pp. 277-286. ISBN 9783030247409

Sabo, C. orcid.org/0000-0002-3946-4609, Yavuz, E., Cope, A. et al. (4 more authors) (2017) An Inexpensive Flying Robot Design for Embodied Robotics Research. In: 2017 International Joint Conference on Neural Networks (IJCNN). 2017 International Joint Conference on Neural Networks, 14/05/2017 - 19/05/2017, Anchorage, Alaska. Institute of Electrical and Electronics Engineers , pp. 4171-4178.

Sabo, C., Cope, A., Gurney, K. et al. (2 more authors) (2016) Bio-Inspired Visual Navigation for a Quadcopter using Optic Flow. In: AIAA Infotech @ Aerospace, AIAA SciTech. AIAA Infotech @ Aerospace, 04-08 Jan 2016, San Diego, CA. American Institute of Aeronautics and Astronautics . ISBN 978-1-62410-388-9

Gehring, T., Vasilaki, E. and Giugliano, M. (2015) Highly Scalable Parallel Processing of Extracellular Recordings of Multielectrode Arrays. In: Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. 37th Annual International Conference of the IEEE, 25-29 Aug 2015, Milan, Italy. IEEE .

Vasilaki, E. orcid.org/0000-0003-3705-7070 Is Epicurus the father of Reinforcement Learning? In: Sheffield Machine Learning Retreat 2017. Sheffield Machine Learning Retreat 2017, 02 Jun 2017, Sheffield, UK. . (Unpublished)

Preprint

Vidamour, I.T., Ellis, M.O.A. orcid.org/0000-0003-0338-8920, Griffin, D. et al. (12 more authors) (2021) Quantifying the computational capability of a nanomagnetic reservoir computing platform with emergent magnetization dynamics. [Preprint]

This list was generated on Sun Mar 24 23:47:21 2024 GMT.