| 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 | 125 | 2019 |
| 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 | 103 | 2022 |
| 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 | 87 | 2020 |
| 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 | 50 | 2022 |
| 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 | 41 | 2023 |
| 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), 2019 | 27 | 2019 |
| 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 | 20* | 2015 |
| Alignnet: Unsupervised entity alignment A Creswell, K Nikiforou, O Vinyals, A Saraiva, R Kabra, L Matthey, ... arXiv preprint arXiv:2007.08973, 2020 | 13 | 2020 |
| Feature-attending recurrent modules for generalization in reinforcement learning W Carvalho, A Lampinen, K Nikiforou, F Hill, M Shanahan arXiv preprint arXiv:2112.08369, 2021 | 8 | 2021 |
| Time without clocks: Human time perception based on perceptual classification W Roseboom, Z Fountas, K Nikiforou, D Bhowmik, M Shanahan, AK Seth BioRxiv, 2018 | 7 | 2018 |
| 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 | 4 | 2016 |
| The dynamics of continuous-time recurrent neural networks and their relevance to episodic memory K Nikiforou Imperial College London, 2019 | 3 | 2019 |
| Activity in perceptual classification networks as a basis for human subjective time perception. Nat. Commun. 10 (1), 267 (2019) W Roseboom, Z Fountas, K Nikiforou, D Bhowmik, M Shanahan, AK Seth | 3 | |
| 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 | 1 | 2023 |
| An Investigation of the Dynamical Transitions in Harmonically Driven Random Networks of Firing-Rate Neurons K Nikiforou, PAM Mediano, M Shanahan Cognitive Computation 9 (3), 351-363, 2017 | 1 | 2017 |
| Hierarchical reinforcement learning at scale HJ Soyer, F Behbahani, TA Keck, K Nikiforou, BA Pires, SS Baveja US Patent App. 18/846,329, 2025 | | 2025 |
| Training a neural network to perform an algorithmic task using a self-supervised loss B Bevilacqua, P Velickovic, J Mitrovic, K Nikiforou, I Bica, BI Gabardos US Patent App. 18/423,239, 2024 | | 2024 |
| 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 |
| 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, 0 | | |
| AlignNet: Self-supervised Alignment Module A Creswell, L Piloto, D Barrett, K Nikiforou, D Raposo, M Garnelo, ... | | |
