Giacomo Pedretti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
8
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | FCCM | 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 |
| 2025 | FPGA | 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 |
| 2025 | ICCD | RACE-IT: A Reconfigurable Analog Computing Engine for In-Memory Transformer Acceleration. | Lei Zhao, Aishwarya Natarajan, Luca Buonanno, Archit Gajjar, Ron M. Roth, Sergey Serebryakov, John Moon, Omar Eldash, Jim Ignowski, Giacomo Pedretti |
| 2025 | MICRO | Boosting Task Scheduling Data Locality with Low-latency, HW-accelerated Label Propagation. | Lucas Morais, Juan Miguel De Haro Ruiz, Alfredo Goldman, Guido Araujo, Giacomo Pedretti, Jim Ignowski, Michael Frank, Xavier Martorell, Daniel Jimnez-Gonzlez, Carlos lvarez |
| 2024 | ICCAD | 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 |
| 2024 | ISCAS | 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 |
| 2024 | ISIT | On-Access Error Correction in Certain Types of Content-Addressable Memories. | Ron M. Roth, Giacomo Pedretti |
| 2024 | SC | Acceleration of Graph Neural Networks with Heterogenous Accelerators Architecture. | Kaiwen Cao, Archit Gajjar, Liad Gerstman, Kun Wu, Sai Rahul Chalamalasetti, Aditya Dhakal, Giacomo Pedretti, Pavana Prakash, Wen-Mei Hwu, Deming Chen, Dejan S. Milojicic |
| 2023 | ISCAS | Accelerating massive MIMO in 6G communications by analog in-memory computing circuits. | Piergiulio Mannocci, Enrico Melacarne, Giacomo Pedretti, Corrado Villa, Flavio Sancandi, Umberto Spagnolini, Daniele Ielmini |
| 2022 | ISCAS | A general tree-based machine learning accelerator with memristive analog CAM. | Giacomo Pedretti, Sergey Serebryakov, John Paul Strachan, Catherine E. Graves |
| 2020 | ISCAS | A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks. | Stefano Bianchi, I. Muoz-Martn, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini |
| 2020 | ISCAS | Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning. | I. Muoz-Martn, Stefano Bianchi, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini |
| 2020 | ISCAS | A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. | Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini |
| 2018 | ISCAS | Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks. | Valerio Milo, Giacomo Pedretti, Mario Laudato, Alessandro Bricalli, Elia Ambrosi, Stefano Bianchi, Elisabetta Chicca, Daniele Ielmini |