← Search

Amine M'Charrak

2 accepted papers

2025

Benchmarking Predictive Coding Networks -- Made Simple

ICLR 2025spotlight

In this work, we tackle the problems of efficiency and scalability for predictive coding networks (PCNs) in machine learning. To do so, we propose a library that focuses on performance and simplicity, and use it to implement a large set of standard benchmarks for the community to use for their expe…

2024

Predictive Coding beyond Correlations

ICML 2024poster

Biologically plausible learning algorithms offer a promising alternative to traditional deep learning techniques, especially in overcoming the limitations of backpropagation in fast and low-energy neuromorphic implementations. To this end, there has been extensive research in understanding what thei…

Cited by 3SourcePDFScholar