Matteo Saponati

According to our database, Matteo Saponati authored at least 5 papers between 2019 and 2026.

Collaborative distances:

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

2026

A Predictive Law for On-Policy Self-Distillation From World Feedback.

Tommy He, Jerome Sieber, Matteo Saponati

CoRR, May, 2026

Mixed-signal implementation of feedback-control optimizer for single-layer Spiking Neural Networks.

Jonathan Haag, Christian Metzner, Dmitrii Zendrikov, Giacomo Indiveri, Benjamin F. Grewe, Chiara De Luca, Matteo Saponati

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

2025

A feedback control optimizer for online and hardware-aware training of Spiking Neural Networks.

Matteo Saponati, Chiara De Luca, Giacomo Indiveri, Benjamin F. Grewe

Proceedings of the Neuro Inspired Computational Elements, 2025

The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training.

Matteo Saponati, Pascal Sager, Pau Vilimelis Aceituno, Thilo Stadelmann, Benjamin F. Grewe

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2019

Integrate-and-fire network model of activity propagation from thalamus to cortex.

Matteo Saponati, Jordi García-Ojalvo, Enrico Cataldo, Alberto Mazzoni

Biosyst., 2019