Song, Yuhang

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

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