Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning

Beren Millidge, Yuhang Song 0001, Tommaso Salvatori, Thomas Lukasiewicz, Rafal Bogacz. Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{Millidge0SLB23,
  title = {Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning},
  author = {Beren Millidge and Yuhang Song 0001 and Tommaso Salvatori and Thomas Lukasiewicz and Rafal Bogacz},
  year = {2023},
  url = {https://openreview.net/pdf?id=nIMifqu2EO},
  researchr = {https://researchr.org/publication/Millidge0SLB23},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}