Salvatori, Tommaso

Mathematical Capabilities of ChatGPT

Frieder, S., Pinchetti, L., Chevalier, A., Griffiths, R.-R., Salvatori, T., Lukasiewicz, T., Petersen, P. C., & Berner, J. (2023) · arXiv

Artificial Intelligence ApplicationsMathematics, Computing, and Information Processing

Cited by 385

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

Song, Y., Millidge, B., Salvatori, T., Lukasiewicz, T., Xu, Z., & Bogacz, R. (2024) · Nature Neuroscience

Neural dynamics and brain functionNeural Networks and Applications

Cited by 85

BoxE: A Box Embedding Model for Knowledge Base Completion

Abboud, R., Ceylan, İ. İ., Lukasiewicz, T., & Salvatori, T. (2020) · arXiv

Advanced Graph Neural NetworksTopic Modeling

Cited by 74

Associative Memories via Predictive Coding

Salvatori, T., Song, Y., Hong, Y., Frieder, S., Sha, L., Xu, Z., Bogacz, R., & Lukasiewicz, T. (2021) · arXiv

Neural Networks and ApplicationsMemory and Neural Mechanisms

Cited by 33

Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?

Millidge, B., Salvatori, T., Song, Y., Bogacz, R., & Lukasiewicz, T. (2022) · arXiv

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 31

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models

Millidge, B., Salvatori, T., Song, Y., Lukasiewicz, T., & Bogacz, R. (2022) · arXiv

Neural Networks and ApplicationsMemory and Neural Mechanisms

Cited by 19

Predictive Coding Can Do Exact Backpropagation on Convolutional and Recurrent Neural Networks

Salvatori, T., Song, Y., Lukasiewicz, T., Bogacz, R., & Xu, Z. (2021) · arXiv

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 16

Benchmarking Predictive Coding Networks - Made Simple

Pinchetti, L., Qi, C., Lokshyn, O., Olivers, G., Emde, C., Tang, M., M'Charrak, A., Frieder, S., Menzat, B., Bogacz, R., et al. (2024) · arXiv

Neural Networks and ApplicationsAdvanced Memory and Neural Computing

Cited by 2

A survey on neuro-mimetic deep learning via predictive coding

Salvatori, T., Mali, A., Buckley, C. L., Lukasiewicz, T., Rao, R. P. N., Friston, K., & Ororbia, A. (2026) · Neural Networks

Neural Networks and ApplicationsEmbodied and Extended Cognition

Cited by 2