Flavio Martinelli

According to our database, Flavio Martinelli authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

Data Augmentation Techniques to Reverse-Engineer Neural Network Weights from Input-Output Queries.

Alexander Beiser, Flavio Martinelli, Wulfram Gerstner, Johanni Brea

CoRR, November, 2025

Flat Channels to Infinity in Neural Loss Landscapes.

Flavio Martinelli, Alexander van Meegen, Berfin Simsek, Wulfram Gerstner, Johanni Brea

CoRR, June, 2025

Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks.

Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan

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

2024

Expand-and-Cluster: Parameter Recovery of Neural Networks.

Flavio Martinelli, Berfin Simsek, Wulfram Gerstner, Johanni Brea

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Expand-and-Cluster: Exact Parameter Recovery of Neural Networks.

Flavio Martinelli, Berfin Simsek, Johanni Brea, Wulfram Gerstner

CoRR, 2023

MLPGradientFlow: going with the flow of multilayer perceptrons (and finding minima fast and accurately).

Johanni Brea, Flavio Martinelli, Berfin Simsek, Wulfram Gerstner

CoRR, 2023

2020

Spiking Neural Networks Trained With Backpropagation for Low Power Neuromorphic Implementation of Voice Activity Detection.

Flavio Martinelli, Giorgia Dellaferrera, Pablo Mainar, Milos Cernak

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Bin Encoding Training of a Spiking Neural Network Based Voice Activity Detection.

Giorgia Dellaferrera, Flavio Martinelli, Milos Cernak

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020