Luca Buonanno

According to our database, Luca Buonanno authored at least 14 papers between 2019 and 2025.

Collaborative distances:

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

2025

Analog Computing: from Fundamentals to Applications.

Luca Buonanno, Marco Carminati

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Enhancing FPGAs with Analog In-Memory Computing Macros.

Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Rand Jean, Xia Sheng, Giacomo Pedretti, Paolo Faraboschi, Jim Ignowski, Luca Buonanno

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

Analog In-Memory Computing Enhanced FPGA for High-Throughput and Energy-Efficient Acceleration.

Archit Gajjar, Lei Zhao, Omar Eldash, Aishwarya Natarajan, Xia Sheng, Giacomo Pedretti, Aman Arora, Paolo Faraboschi, Jim Ignowski, Luca Buonanno

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

Memristive Quaternary Content-Addressable Memories for Implementing Boolean Functions.

Luca Buonanno, Giacomo Pedretti, Lei Zhao, Aishwarya Natarajan, Todd Richmond, John Moon, Rand Jean, Xia Sheng, Ron M. Roth, Jim Ignowski

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

CAMSHAP: Accelerating Machine Learning Model Explainability with Analog CAM.

John Moon, Giacomo Pedretti, Pedro Bruel, Sergey Serebryakov, Omar Eldash, Luca Buonanno, Catherine E. Graves, Paolo Faraboschi, Jim Ignowski

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

2023

RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory Transformer Acceleration.

Lei Zhao, Luca Buonanno, Ron M. Roth, Sergey Serebryakov, Archit Gajjar, John Moon, Jim Ignowski, Giacomo Pedretti

CoRR, 2023

X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs.

Giacomo Pedretti, John Moon, Pedro Bruel, Sergey Serebryakov, Ron M. Roth, Luca Buonanno, Tobias Ziegler, Cong Xu, Martin Foltin, Paolo Faraboschi, Jim Ignowski, Catherine E. Graves

CoRR, 2023

Design Space Exploration of Analog CAM for Tree-Based Models.

Aishwarya Natarajan, Luca Buonanno, Todd Richmond, David Vickers, Xia Sheng, John Moon, Darrin Miller, Giacomo Pedretti, Catherine Graves, Jim Ignowski

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

2021

Gamma-ray spectroscopy and imaging with SiPMs readout of scintillators: front-end electronics and position sensitivity algorithms.

Luca Buonanno

PhD thesis, 2021

A Filterless Fluorescence Detector Based on a Time-Gated SiPM.

Luca Buonanno, Chiara Putelli, Davide Di Vita, Carlo Fiorini, Marco Carminati

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2020

A Directional Gamma-Ray Spectrometer With Microcontroller-Embedded Machine Learning.

Luca Buonanno, Davide Di Vita, Marco Carminati, Carlo Fiorini

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

A Lightweight SiPM-Based Gamma-Ray Spectrometer for Environmental Monitoring with Drones.

Marco Carminati, Davide Di Vita, Luca Buonanno, Giovanni Ludovico Montagnani, Carlo Fiorini

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

A SiPM-Based Directional Gamma-Ray Spectrometer With Embedded Machine Learning.

Luca Buonanno, Davide Di Vita, Adriano Minerva, Marco Carminati, Carlo Fiorini

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

A Compact 4-Decade Dynamic Range Readout Module for Gamma Spectroscopy and Imaging.

Giovanni Ludovico Montagnani, Luca Buonanno, Davide Di Vita, Carlo Fiorini, Marco Carminati

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019