Tommaso Salvatori
Tommaso Salvatori
Wolfson Building, Parks Road, Oxford OX1 3QD
Biography
I did my Bsc Theoretical Mathematics at La Sapienza University in Rome, focusing mainly on Geometry and Topology. My bachelor dissertation was on the Poincaré-Hopf theorem in Differential Geometry. I graduated from a MSc in Mathematics in January 2018, again from La Sapienza University with a thesis on Chromatic Homotopy Theory written in Berlin and supervised by Shane Kelly.
Selected Publications
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Universal Hopfield Networks: A General Framework for Single−Shot Associative Memory Models
Beren Millidge‚ Tommaso Salvatori‚ Yuhang Song‚ Thomas Lukasiewicz and Rafal Bogacz
In Proceedings of the 39th International Conference on Machine Learning‚ ICML 2022‚ Baltimore‚ Maryland‚ USA‚ 17−23 July 2022. July, 2022.
Details about Universal Hopfield Networks: A General Framework for Single−Shot Associative Memory Models | BibTeX data for Universal Hopfield Networks: A General Framework for Single−Shot Associative Memory Models
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Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
Beren Millidge‚ Tommaso Salvatori‚ Yuhang Song‚ Rafal Bogacz and Thomas Lukasiewicz
In Proceedings of the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence‚ IJCAI−ECAI 2022‚ Survey Track‚ Vienna‚ Austria‚ July 23−29‚ 2022. IJCAI/AAAI Press. July, 2022.
Details about Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? | BibTeX data for Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? | Link to Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
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Reverse Differentiation via Predictive Coding
Tommaso Salvatori‚ Yuhang Song‚ Zhenghua Xu‚ Thomas Lukasiewicz and Rafal Bogacz
In Proceedings of the 36th AAAI Conference on Artificial Intelligence‚ AAAI 2022‚ Vancouver‚ BC‚ Canada‚ February 22 – March 1‚ 2022. AAAI Press. February, 2022.
Details about Reverse Differentiation via Predictive Coding | BibTeX data for Reverse Differentiation via Predictive Coding | Link to Reverse Differentiation via Predictive Coding