Alessandro Pierro

According to our database, Alessandro Pierro authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Evolutionary Mapping of Neural Networks to Spatial Accelerators.

Alessandro Pierro, Jonathan Timcheck, Jason Yik, Marius Lindauer, Eyke Hüllermeier, Marcel Wever

CoRR, February, 2026

A Compute and Communication Runtime Model for Loihi 2.

Jonathan Timcheck, Alessandro Pierro, Sumit Bam Shrestha

CoRR, January, 2026

2025

Modeling and Optimizing Performance Bottlenecks for Neuromorphic Accelerators.

Jason Yik, Walter Gallego Gomez, Andrew Cheng, Benedetto Leto, Alessandro Pierro, Noah Pacik-Nelson, Korneel Van den Berghe, Vittorio Fra, Andreea Danielescu, Gianvito Urgese, Vijay Janapa Reddi

CoRR, November, 2025

Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity.

Alessandro Pierro, Steven Abreu, Jonathan Timcheck, Philipp Stratmann, Andreas Wild, Sumit Bam Shrestha

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

2024

Solving QUBO on the Loihi 2 Neuromorphic Processor.

Alessandro Pierro, Philipp Stratmann, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Timothy Shea, Ashish Rao Mangalore, Andreas Wild

CoRR, 2024

Mamba-PTQ: Outlier Channels in Recurrent Large Language Models.

Alessandro Pierro, Steven Abreu

CoRR, 2024

Q-S5: Towards Quantized State Space Models.

Steven Abreu, Jens Egholm Pedersen, Kade M. Heckel, Alessandro Pierro

CoRR, 2024

2023

Optimization of a Hydrodynamic Computational Reservoir through Evolution.

Alessandro Pierro, Kristine Heiney, Shamit Shrivastava, Giulia Marcucci, Stefano Nichele

Proceedings of the Genetic and Evolutionary Computation Conference, 2023