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Tommaso Salvatori
Tommaso Salvatori
Verified email at cs.ox.ac.uk
Title
Cited by
Cited by
Year
Boxe: A box embedding model for knowledge base completion
R Abboud, I Ceylan, T Lukasiewicz, T Salvatori
Advances in Neural Information Processing Systems 33, 9649-9661, 2020
852020
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
242021
Reverse Differentiation via Predictive Coding
T Salvatori, Y Song, Z Xu, T Lukasiewicz, R Bogacz
Proceedings of the 36th AAAI Conference on Artificial Intelligence ‚AAAI …, 2022
142022
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
122021
Learning on arbitrary graph topologies via predictive coding
T Salvatori, L Pinchetti, B Millidge, Y Song, R Bogacz, T Lukasiewicz
Advances in Neural Information Processing Systems 35, 2022
102022
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
B Millidge, T Salvatori, Y Song, R Bogacz, T Lukasiewicz
Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022
92022
Inferring neural activity before plasticity: A foundation for learning beyond backpropagation
Y Song, B Millidge, T Salvatori, T Lukasiewicz, Z Xu, R Bogacz
bioRxiv, 2022.05. 17.492325, 2022
62022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
B Millidge, T Salvatori, Y Song, T Lukasiewicz, R Bogacz
Proceedings of the 39th International Conference on Machine Learning, ICML 2022, 2022
62022
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
12022
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
12022
Recurrent predictive coding models for associative memory employing covariance learning
M Tang, T Salvatori, B Millidge, Y Song, T Lukasiewicz, R Bogacz
bioRxiv, 2022.11. 09.515747, 2022
12022
Mathematical Capabilities of ChatGPT
S Frieder, L Pinchetti, RR Griffiths, T Salvatori, T Lukasiewicz, ...
arXiv preprint arXiv:2301.13867, 2023
2023
Robust Graph Representation Learning via Predictive Coding
B Byiringiro, T Salvatori, T Lukasiewicz
arXiv preprint arXiv:2212.04656, 2022
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
2022
Predictive Coding beyond Gaussian Distributions
L Pinchetti, T Salvatori, Y Yordanov, B Millidge, Y Song, T Lukasiewicz
arXiv preprint arXiv:2211.03481, 2022
2022
Bird-Eye Transformers for Text Generation Models
L Sha, Y Song, Y Yordanov, T Salvatori, T Lukasiewicz
arXiv preprint arXiv:2210.03985, 2022
2022
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