Ernesto Araya

According to our database, Ernesto Araya authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Mathematical Foundations of Spiking Neural Networks: Strengths, challenges, and computational paradigm potential [Special Issue on the Mathematics of deep Learning].

Adalbert Fono, Manjot Singh, Ernesto Araya, Philipp Christian Petersen, Holger Boche, Gitta Kutyniok

IEEE Signal Process. Mag., March, 2026

2025

Random Spiking Neural Networks are Stable and Spectrally Simple.

Ernesto Araya, Massimiliano Datres, Gitta Kutyniok

CoRR, November, 2025

Sustainable AI: Mathematical Foundations of Spiking Neural Networks.

Adalbert Fono, Manjot Singh, Ernesto Araya, Philipp Christian Petersen, Holger Boche, Gitta Kutyniok

CoRR, March, 2025

Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time.

Duc Anh Nguyen, Ernesto Araya, Adalbert Fono, Gitta Kutyniok

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