| Predicting head movement in panoramic video: A deep reinforcement learning approach M Xu, Y Song, J Wang, ML Qiao, L Huo, Z Wang IEEE transactions on pattern analysis and machine intelligence 41 (11), 2693 …, 2018 | 278 | 2018 |
| Can the brain do backpropagation?---exact implementation of backpropagation in predictive coding networks Y Song, T Lukasiewicz, Z Xu, R Bogacz Advances in neural information processing systems 33, 22566-22579, 2020 | 106 | 2020 |
| Associative memories via predictive coding T Salvatori, Y Song, Y Hong, L Sha, S Frieder, Z Xu, R Bogacz, ... Advances in Neural Information Processing Systems 34, 3874-3886, 2021 | 79 | 2021 |
| Universal hopfield networks: A general framework for single-shot associative memory models B Millidge, T Salvatori, Y Song, T Lukasiewicz, R Bogacz International Conference on Machine Learning, 15561-15583, 2022 | 70 | 2022 |
| Inferring neural activity before plasticity as a foundation for learning beyond backpropagation Y Song, B Millidge, T Salvatori, T Lukasiewicz, Z Xu, R Bogacz Nature neuroscience 27 (2), 348-358, 2024 | 56 | 2024 |
| Multi-level wavelet-based generative adversarial network for perceptual quality enhancement of compressed video J Wang, X Deng, M Xu, C Chen, Y Song European Conference on Computer Vision, 405-421, 2020 | 55 | 2020 |
| Lau-net: Latitude adaptive upscaling network for omnidirectional image super-resolution X Deng, H Wang, M Xu, Y Guo, Y Song, L Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 53 | 2021 |
| Predictive coding: Towards a future of deep learning beyond backpropagation? B Millidge, T Salvatori, Y Song, R Bogacz, T Lukasiewicz arXiv preprint arXiv:2202.09467, 2022 | 50 | 2022 |
| Reverse differentiation via predictive coding T Salvatori, Y Song, Z Xu, T Lukasiewicz, R Bogacz Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8150-8158, 2022 | 39 | 2022 |
| Learning on arbitrary graph topologies via predictive coding T Salvatori, L Pinchetti, B Millidge, Y Song, T Bao, R Bogacz, ... Advances in neural information processing systems 35, 38232-38244, 2022 | 35 | 2022 |
| Arena: A general evaluation platform and building toolkit for multi-agent intelligence Y Song, A Wojcicki, T Lukasiewicz, J Wang, A Aryan, Z Xu, M Xu, Z Ding, ... Proceedings of the AAAI conference on artificial intelligence 34 (05), 7253-7260, 2020 | 33 | 2020 |
| Recurrent predictive coding models for associative memory employing covariance learning M Tang, T Salvatori, B Millidge, Y Song, T Lukasiewicz, R Bogacz PLoS computational biology 19 (4), e1010719, 2023 | 30 | 2023 |
| Backpropagation at the infinitesimal inference limit of energy-based models: Unifying predictive coding, equilibrium propagation, and contrastive hebbian learning B Millidge, Y Song, T Salvatori, T Lukasiewicz, R Bogacz arXiv preprint arXiv:2206.02629, 2022 | 25 | 2022 |
| Predictive coding can do exact backpropagation on convolutional and recurrent neural networks T Salvatori, Y Song, T Lukasiewicz, R Bogacz, Z Xu arXiv preprint arXiv:2103.03725, 2021 | 24 | 2021 |
| Diversity-driven extensible hierarchical reinforcement learning Y Song, J Wang, T Lukasiewicz, Z Xu, M Xu Proceedings of the AAAI conference on artificial intelligence 33 (01), 4992-4999, 2019 | 24 | 2019 |
| A theoretical framework for inference and learning in predictive coding networks B Millidge, Y Song, T Salvatori, T Lukasiewicz, R Bogacz arXiv preprint arXiv:2207.12316, 2022 | 17 | 2022 |
| Incremental predictive coding: A parallel and fully automatic learning algorithm T Salvatori, Y Song, B Millidge, Z Xu, L Sha, C Emde, R Bogacz, ... arXiv preprint arXiv:2212.00720, 2022 | 16 | 2022 |
| Predictive coding beyond gaussian distributions L Pinchetti, T Salvatori, Y Yordanov, B Millidge, Y Song, T Lukasiewicz arXiv preprint arXiv:2211.03481, 2022 | 15 | 2022 |
| Mega-reward: Achieving human-level play without extrinsic rewards Y Song, J Wang, T Lukasiewicz, Z Xu, S Zhang, A Wojcicki, M Xu Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5826-5833, 2020 | 15 | 2020 |
| MW-GAN+ for perceptual quality enhancement on compressed video J Wang, M Xu, X Deng, L Shen, Y Song IEEE Transactions on Circuits and Systems for Video Technology 32 (7), 4224-4237, 2021 | 14 | 2021 |
Thomas LukasiewiczVienna University of Technology, Austria; University of Oxford, UKVerified email at tuwien.ac.at