Francesco Innocenti

According to our database, Francesco Innocenti authored at least 9 papers between 1999 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Normative Networks for Source Separation via Local Plasticity and Dendritic Computation.

Bariscan Bozkurt, Efe Ali Gorguner, Francesco Innocenti, Rafal Bogacz

CoRR, May, 2026

On the Infinite Width and Depth Limits of Predictive Coding Networks.

Francesco Innocenti, El Mehdi Achour, Rafal Bogacz

CoRR, February, 2026

2025

A Simple Generalisation of the Implicit Dynamics of In-Context Learning.

Francesco Innocenti, El Mehdi Achour

CoRR, December, 2025

Towards Scaling Deep Neural Networks with Predictive Coding: Theory and Practice.

Francesco Innocenti

CoRR, October, 2025

μPC: Scaling Predictive Coding to 100+ Layer Networks.

Francesco Innocenti, El Mehdi Achour, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

JPC: Flexible Inference for Predictive Coding Networks in JAX.

Francesco Innocenti, Paul F. Kinghorn, Will Yun-Farmbrough, Miguel De Llanza Varona, Ryan Singh, Christopher L. Buckley

CoRR, 2024

Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?

Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Understanding Predictive Coding as an Adaptive Trust-Region Method.

Francesco Innocenti, Ryan Singh, Christopher L. Buckley

CoRR, 2023

1999

Performance evaluation of a modified PRMA protocol for joint voice and data packet wireless networks.

Romano Fantacci, Francesco Innocenti

IEEE Trans. Commun., 1999