Alex Vicente-Sola

According to our database, Alex Vicente-Sola authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits.

Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

Keys to accurate feature extraction using residual spiking neural networks.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl

Neuromorph. Comput. Eng., December, 2022

Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Neuromorph. Comput. Eng., December, 2022

Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

IEEE Trans. Computers, 2022

Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl

CoRR, 2022

2021

Unsupervised Spiking Instance Segmentation on Event Data using STDP.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

CoRR, 2021