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Kyriacos Nikiforou
Kyriacos Nikiforou
Qfin
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Titel
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Activity in perceptual classification networks as a basis for human subjective time perception
W Roseboom, Z Fountas, K Nikiforou, D Bhowmik, M Shanahan, AK Seth
Nature communications 10 (1), 267, 2019
912019
An explicitly relational neural network architecture
M Shanahan, K Nikiforou, A Creswell, C Kaplanis, D Barrett, M Garnelo
International Conference on Machine Learning, 8593-8603, 2020
682020
A generalist neural algorithmic learner
B Ibarz, V Kurin, G Papamakarios, K Nikiforou, M Bennani, R Csordás, ...
Learning on graphs conference, 2: 1-2: 23, 2022
472022
A predictive processing model of episodic memory and time perception
Z Fountas, A Sylaidi, K Nikiforou, AK Seth, M Shanahan, W Roseboom
Neural Computation 34 (7), 1501-1544, 2022
302022
Perceptual content, not physiological signals, determines perceived duration when viewing dynamic, natural scenes
M Suárez-Pinilla, K Nikiforou, Z Fountas, AK Seth, W Roseboom
Collabra: Psychology 5 (1), 55, 2019
202019
Neural algorithmic reasoning with causal regularisation
B Bevilacqua, K Nikiforou, B Ibarz, I Bica, M Paganini, C Blundell, ...
International Conference on Machine Learning, 2272-2288, 2023
172023
Effect of silica nanoparticles to prevent calcium carbonate scaling using an in situ turbidimetre
JYY Al Nasser, W. N., Shah, U. V., Nikiforou, K., Petrou, P., & Heng
Chemical Engineering Research and Design 110 (June 2016), 98–107, 2015
15*2015
Alignnet: Unsupervised entity alignment
A Creswell, K Nikiforou, O Vinyals, A Saraiva, R Kabra, L Matthey, ...
arXiv preprint arXiv:2007.08973, 2020
112020
Time without clocks: Human time perception based on perceptual classification
W Roseboom, Z Fountas, K Nikiforou, D Bhowmik, M Shanahan, AK Seth
BioRxiv, 2018
72018
Feature-attending recurrent modules for generalization in reinforcement learning
WT Carvalho, AK Lampinen, K Nikiforou, F Hill, M Shanahan
Transactions on Machine Learning Research, 2023
52023
A reservoir computing model of episodic memory
D Bhowmik, K Nikiforou, M Shanahan, M Maniadakis, P Trahanias
2016 international joint conference on neural networks (IJCNN), 5202-5209, 2016
42016
Activity in perceptual classification networks as a basis for human subjective time perception. Nat Commun, 10 (1), 267
W Roseboom, Z Fountas, K Nikiforou, D Bhowmik, M Shanahan, AK Seth
22019
The dynamics of continuous-time recurrent neural networks and their relevance to episodic memory
K Nikiforou
Imperial College London, 2019
22019
An Investigation of the Dynamical Transitions in Harmonically Driven Random Networks of Firing-Rate Neurons
K Nikiforou, PAM Mediano, M Shanahan
Cognitive Computation 9, 351-363, 2017
12017
Hierarchical Reinforcement Learning in Complex 3D Environments
BA Pires, F Behbahani, H Soyer, K Nikiforou, T Keck, S Singh
arXiv preprint arXiv:2302.14451, 2023
2023
Hierarchical Reinforcement Learning in Complex 3D Environments
B Avila Pires, F Behbahani, H Soyer, K Nikiforou, T Keck, S Singh
arXiv e-prints, arXiv: 2302.14451, 2023
2023
Feature-Attending Recurrent Modules for Generalizing Object-Centric Behavior
W Carvalho, A Lampinen, K Nikiforou, F Hill, M Shanahan
arXiv preprint arXiv:2112.08369, 2021
2021
Task-driven Discovery of Perceptual Schemas for Generalization in Reinforcement Learning
WT Carvalho, AK Lampinen, K Nikiforou, F Hill, M Shanahan
Deep RL Workshop NeurIPS 2021, 2021
2021
AlignNet: Self-supervised Alignment Module
A Creswell, L Piloto, D Barrett, K Nikiforou, D Raposo, M Garnelo, ...
2019
Identifying Information Broadcast in Complex Networks
SK Nikiforou, PAM Mediano, M Shanahan
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Artikelen 1–20