Neurons learn by predicting future activity A Luczak, BL McNaughton, Y Kubo Nature machine intelligence 4 (1), 62-72, 2022 | 73 | 2022 |
Predictive neuronal adaptation as a basis for consciousness A Luczak, Y Kubo Frontiers in Systems Neuroscience 15, 767461, 2022 | 21 | 2022 |
Combining backpropagation with equilibrium propagation to improve an actor-critic reinforcement learning framework Y Kubo, E Chalmers, A Luczak Frontiers in Computational Neuroscience 16, 980613, 2022 | 7 | 2022 |
Biologically-inspired neuronal adaptation improves learning in neural networks Y Kubo, E Chalmers, A Luczak Communicative & Integrative Biology 16 (1), 2163131, 2023 | 6 | 2023 |
Mitigating overfitting using regularization to defend networks against adversarial examples Y Kubo, T Trappenberg Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial …, 2019 | 5 | 2019 |
In vivo classification of inflammation in blood vessels with convolutional neural networks S McIlroy, Y Kubo, T Trappenberg, J Toguri, C Lehmann 2017 International Joint Conference on Neural Networks (IJCNN), 3022-3027, 2017 | 4 | 2017 |
Learning Adaptive Weight Masking for Adversarial Examples Y Kubo, M Traynor, T Trappenberg, S Oore 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 1 | 2019 |
Learning Stochastic Weight Masking to Resist Adversarial Attacks Y Kubo | | 2019 |
Quick Learning Algorithm of Class-Proximity SOM using Index Layer for Cluster Visualization Y Kubo, H Matsubara International Symposium on Advanced Intelligent Systems, 2013 | | 2013 |